| { | |
| "leaderboard": [ | |
| { | |
| "model": "wan2.5-t2i-preview", | |
| "link": "https://help.aliyun.com/zh/model-studio/text-to-image-v2-api-reference", | |
| "hf": "-", | |
| "open_source": false, | |
| "release_date": "2025-09", | |
| "Overall": 78.40, | |
| "Style": 93.30, | |
| "World Knowledge": 93.51, | |
| "Attribute-Overall": 83.65, | |
| "Quantity": 78.47, | |
| "Expression": 75.64, | |
| "Material": 90.09, | |
| "Size": 84.72, | |
| "Shape": 76.88, | |
| "Color": 96.67, | |
| "Action-Overall": 76.62, | |
| "Hand": 73.72, | |
| "Full body": 72.28, | |
| "Animal": 81.62, | |
| "Non Contact": 77.04, | |
| "Contact": 73.81, | |
| "State": 81.13, | |
| "Relationship-Overall": 81.85, | |
| "Composition": 80.07, | |
| "Similarity": 73.33, | |
| "Inclusion": 88.04, | |
| "Comparison": 89.06, | |
| "Compound-Overall": 78.74, | |
| "Imagination": 84.95, | |
| "Feature matching": 72.40, | |
| "Grammar-Overall": 72.58, | |
| "Pronoun Reference": 82.72, | |
| "Consistency": 70.37, | |
| "Negation": 63.67, | |
| "Layout-Overall": 75.93, | |
| "2D": 76.10, | |
| "3D": 75.76, | |
| "Logical Reasoning": 63.64, | |
| "Text": 64.22 | |
| }, | |
| { | |
| "model": "Echo-4o", | |
| "link": "https://arxiv.org/pdf/2508.09987", | |
| "hf": "https://huggingface.co/Yejy53/Echo-4o", | |
| "open_source": true, | |
| "release_date": "2025-8", | |
| "Overall": 72.40, | |
| "Style": 92.80, | |
| "World Knowledge": 87.66, | |
| "Attribute-Overall": 84.29, | |
| "Quantity": 72.92, | |
| "Expression": 77.56, | |
| "Material": 89.15, | |
| "Size": 88.19, | |
| "Shape": 80.00, | |
| "Color": 99.17, | |
| "Action-Overall": 76.05, | |
| "Hand": 73.08, | |
| "Full body": 83.15, | |
| "Animal": 85.29, | |
| "Non Contact": 75.00, | |
| "Contact": 65.48, | |
| "State": 75.47, | |
| "Relationship-Overall": 82.23, | |
| "Composition": 85.81, | |
| "Similarity": 75.00, | |
| "Inclusion": 88.04, | |
| "Comparison": 75.78, | |
| "Compound-Overall": 77.96, | |
| "Imagination": 82.91, | |
| "Feature matching": 72.92, | |
| "Grammar-Overall": 75.40, | |
| "Pronoun Reference": 80.15, | |
| "Consistency": 77.31, | |
| "Negation": 68.85, | |
| "Layout-Overall": 83.02, | |
| "2D": 84.19, | |
| "3D": 81.82, | |
| "Logical Reasoning": 56.82, | |
| "Text": 7.76 | |
| }, | |
| { | |
| "model": "Emu3", | |
| "link": "https://arxiv.org/pdf/2409.18869", | |
| "hf": "https://huggingface.co/BAAI/Emu3-Gen", | |
| "open_source": true, | |
| "release_date": "2024-09", | |
| "Overall": 33.91, | |
| "Style": 78.08, | |
| "World Knowledge": 55.54, | |
| "Attribute-Overall": 38.29, | |
| "Quantity": 27.78, | |
| "Expression": 30.13, | |
| "Material": 44.34, | |
| "Size": 32.64, | |
| "Shape": 27.67, | |
| "Color": 71.67, | |
| "Action-Overall": 31.18, | |
| "Hand": 16.67, | |
| "Full body": 36.96, | |
| "Animal": 49.26, | |
| "Non Contact": 26.02, | |
| "Contact": 17.86, | |
| "State": 40.57, | |
| "Relationship-Overall": 36.68, | |
| "Composition": 43.58, | |
| "Similarity": 31.67, | |
| "Inclusion": 38.04, | |
| "Comparison": 25.78, | |
| "Compound-Overall": 21.65, | |
| "Imagination": 29.85, | |
| "Feature matching": 13.28, | |
| "Grammar-Overall": 41.31, | |
| "Pronoun Reference": 41.91, | |
| "Consistency": 38.89, | |
| "Negation": 42.69, | |
| "Layout-Overall": 22.43, | |
| "2D": 17.71, | |
| "3D": 27.27, | |
| "Logical Reasoning": 13.90, | |
| "Text": 0.00 | |
| }, | |
| { | |
| "model": "UniWorld-V1", | |
| "link": "https://arxiv.org/pdf/2506.03147", | |
| "hf": "https://huggingface.co/LanguageBind/UniWorld-V1", | |
| "open_source": true, | |
| "release_date": "2025-06", | |
| "Overall": 15.21, | |
| "Style": 49.40, | |
| "World Knowledge": 16.61, | |
| "Attribute-Overall": 15.06, | |
| "Quantity": 14.58, | |
| "Expression": 19.87, | |
| "Material": 8.02, | |
| "Size": 13.19, | |
| "Shape": 5.00, | |
| "Color": 37.50, | |
| "Action-Overall": 14.64, | |
| "Hand": 9.62, | |
| "Full body": 17.93, | |
| "Animal": 18.38, | |
| "Non Contact": 9.69, | |
| "Contact": 6.55, | |
| "State": 24.06, | |
| "Relationship-Overall": 11.80, | |
| "Composition": 16.55, | |
| "Similarity": 6.67, | |
| "Inclusion": 12.50, | |
| "Comparison": 7.03, | |
| "Compound-Overall": 4.38, | |
| "Imagination": 6.63, | |
| "Feature matching": 2.08, | |
| "Grammar-Overall": 27.81, | |
| "Pronoun Reference": 19.85, | |
| "Consistency": 16.20, | |
| "Negation": 45.77, | |
| "Layout-Overall": 9.14, | |
| "2D": 8.09, | |
| "3D": 10.23, | |
| "Logical Reasoning": 2.95, | |
| "Text": 0.29 | |
| }, | |
| { | |
| "model": "Lumina-DiMOO", | |
| "link": "https://synbol.github.io/Lumina-DiMOO/", | |
| "hf": "https://huggingface.co/Alpha-VLLM/Lumina-DiMOO", | |
| "open_source": true, | |
| "release_date": "2025-09", | |
| "Overall": 58.35, | |
| "Style": 80.90, | |
| "World Knowledge": 69.46, | |
| "Attribute-Overall": 75.64, | |
| "Quantity": 62.50, | |
| "Expression": 71.79, | |
| "Material": 77.83, | |
| "Size": 78.47, | |
| "Shape": 70.00, | |
| "Color": 96.67, | |
| "Action-Overall": 61.12, | |
| "Hand": 42.95, | |
| "Full body": 61.41, | |
| "Animal": 76.47, | |
| "Non Contact": 58.67, | |
| "Contact": 51.79, | |
| "State": 74.06, | |
| "Relationship-Overall": 67.13, | |
| "Composition": 68.58, | |
| "Similarity": 62.78, | |
| "Inclusion": 76.09, | |
| "Comparison": 57.03, | |
| "Compound-Overall": 56.06, | |
| "Imagination": 56.96, | |
| "Feature matching": 52.34, | |
| "Grammar-Overall": 64.84, | |
| "Pronoun Reference": 76.10, | |
| "Consistency": 70.37, | |
| "Negation": 48.46, | |
| "Layout-Overall": 69.22, | |
| "2D": 73.53, | |
| "3D": 64.77, | |
| "Logical Reasoning": 39.09, | |
| "Text": 0.00 | |
| }, | |
| { | |
| "model": "MMaDA", | |
| "link": "https://arxiv.org/pdf/2505.15809", | |
| "hf": "https://huggingface.co/Gen-Verse/MMaDA-8B-MixCoT", | |
| "open_source": true, | |
| "release_date": "2025-05", | |
| "Overall": 44.00, | |
| "Style": 78.20, | |
| "World Knowledge": 52.06, | |
| "Attribute-Overall": 55.24, | |
| "Quantity": 52.78, | |
| "Expression": 33.97, | |
| "Material": 58.49, | |
| "Size": 61.11, | |
| "Shape": 45.00, | |
| "Color": 86.67, | |
| "Action-Overall": 43.44, | |
| "Hand": 24.36, | |
| "Full body": 54.35, | |
| "Animal": 47.06, | |
| "Non Contact": 31.63, | |
| "Contact": 29.17, | |
| "State": 67.92, | |
| "Relationship-Overall": 56.22, | |
| "Composition": 59.80, | |
| "Similarity": 52.22, | |
| "Inclusion": 60.87, | |
| "Comparison": 46.88, | |
| "Compound-Overall": 32.86, | |
| "Imagination": 39.29, | |
| "Feature matching": 26.30, | |
| "Grammar-Overall": 58.56, | |
| "Pronoun Reference": 59.93, | |
| "Consistency": 46.30, | |
| "Negation": 67.31, | |
| "Layout-Overall": 37.31, | |
| "2D": 38.97, | |
| "3D": 35.61, | |
| "Logical Reasoning": 26.14, | |
| "Text": 0.00 | |
| }, | |
| { | |
| "model": "OmniGen2", | |
| "link": "https://arxiv.org/pdf/2506.18871", | |
| "hf": "https://huggingface.co/OmniGen2/OmniGen2", | |
| "open_source": true, | |
| "release_date": "2025-06", | |
| "Overall": 63.20, | |
| "Style": 93.00, | |
| "World Knowledge": 86.39, | |
| "Attribute-Overall": 75.43, | |
| "Quantity": 67.36, | |
| "Expression": 69.87, | |
| "Material": 78.30, | |
| "Size": 77.78, | |
| "Shape": 68.75, | |
| "Color": 93.33, | |
| "Action-Overall": 66.54, | |
| "Hand": 64.10, | |
| "Full body": 69.57, | |
| "Animal": 74.26, | |
| "Non Contact": 61.73, | |
| "Contact": 55.95, | |
| "State": 73.58, | |
| "Relationship-Overall": 70.69, | |
| "Composition": 77.03, | |
| "Similarity": 66.67, | |
| "Inclusion": 71.74, | |
| "Comparison": 60.16, | |
| "Compound-Overall": 59.92, | |
| "Imagination": 66.33, | |
| "Feature matching": 53.39, | |
| "Grammar-Overall": 65.64, | |
| "Pronoun Reference": 71.69, | |
| "Consistency": 71.30, | |
| "Negation": 54.62, | |
| "Layout-Overall": 69.96, | |
| "2D": 76.84, | |
| "3D": 62.88, | |
| "Logical Reasoning": 44.09, | |
| "Text": 0.29 | |
| }, | |
| { | |
| "model": "OneCAT", | |
| "link": "https://arxiv.org/pdf/2509.03498", | |
| "hf": "https://huggingface.co/onecat-ai/OneCAT-3B", | |
| "open_source": true, | |
| "release_date": "2025-09", | |
| "Overall": 58.50, | |
| "Style": 94.40, | |
| "World Knowledge": 86.55, | |
| "Attribute-Overall": 63.89, | |
| "Quantity": 56.94, | |
| "Expression": 66.03, | |
| "Material": 73.58, | |
| "Size": 65.28, | |
| "Shape": 38.75, | |
| "Color": 84.17, | |
| "Action-Overall": 63.12, | |
| "Hand": 42.31, | |
| "Full body": 75.00, | |
| "Animal": 80.88, | |
| "Non Contact": 61.22, | |
| "Contact": 44.05, | |
| "State": 73.58, | |
| "Relationship-Overall": 67.39, | |
| "Composition": 72.64, | |
| "Similarity": 61.67, | |
| "Inclusion": 69.57, | |
| "Comparison": 60.16, | |
| "Compound-Overall": 51.55, | |
| "Imagination": 63.52, | |
| "Feature matching": 39.32, | |
| "Grammar-Overall": 59.00, | |
| "Pronoun Reference": 64.34, | |
| "Consistency": 60.19, | |
| "Negation": 52.69, | |
| "Layout-Overall": 60.45, | |
| "2D": 61.76, | |
| "3D": 59.09, | |
| "Logical Reasoning": 38.64, | |
| "Text": 0.00 | |
| }, | |
| { | |
| "model": "X-Omni", | |
| "link": "https://arxiv.org/pdf/2507.22058", | |
| "hf": "https://huggingface.co/X-Omni/X-Omni-Zh", | |
| "open_source": true, | |
| "release_date": "2025-08", | |
| "Overall": 53.69, | |
| "Style": 70.07, | |
| "World Knowledge": 71.52, | |
| "Attribute-Overall": 63.85, | |
| "Quantity": 61.81, | |
| "Expression": 52.56, | |
| "Material": 63.51, | |
| "Size": 67.36, | |
| "Shape": 57.50, | |
| "Color": 85.83, | |
| "Action-Overall": 58.37, | |
| "Hand": 48.72, | |
| "Full body": 68.48, | |
| "Animal": 63.97, | |
| "Non Contact": 56.53, | |
| "Contact": 43.45, | |
| "State": 66.51, | |
| "Relationship-Overall": 59.77, | |
| "Composition": 60.14, | |
| "Similarity": 60.00, | |
| "Inclusion": 62.50, | |
| "Comparison": 54.69, | |
| "Compound-Overall": 41.75, | |
| "Imagination": 48.72, | |
| "Feature matching": 34.64, | |
| "Grammar-Overall": 56.28, | |
| "Pronoun Reference": 63.97, | |
| "Consistency": 53.70, | |
| "Negation": 50.38, | |
| "Layout-Overall": 59.51, | |
| "2D": 66.91, | |
| "3D": 51.89, | |
| "Logical Reasoning": 34.77, | |
| "Text": 20.98 | |
| }, | |
| { | |
| "model": "Bagel", | |
| "link": "https://arxiv.org/pdf/2505.14683", | |
| "hf": "https://huggingface.co/ByteDance-Seed/BAGEL-7B-MoT", | |
| "open_source": true, | |
| "release_date": "2025-05", | |
| "Overall": 65.69, | |
| "Style": 92.30, | |
| "World Knowledge": 86.71, | |
| "Attribute-Overall": 75.21, | |
| "Quantity": 64.58, | |
| "Expression": 63.46, | |
| "Material": 83.49, | |
| "Size": 79.86, | |
| "Shape": 66.25, | |
| "Color": 95.00, | |
| "Action-Overall": 65.78, | |
| "Hand": 61.54, | |
| "Full body": 63.59, | |
| "Animal": 75.74, | |
| "Non Contact": 65.31, | |
| "Contact": 61.90, | |
| "State": 67.92, | |
| "Relationship-Overall": 75.38, | |
| "Composition": 77.70, | |
| "Similarity": 67.78, | |
| "Inclusion": 82.07, | |
| "Comparison": 71.09, | |
| "Compound-Overall": 69.85, | |
| "Imagination": 79.59, | |
| "Feature matching": 59.90, | |
| "Grammar-Overall": 69.52, | |
| "Pronoun Reference": 73.16, | |
| "Consistency": 75.00, | |
| "Negation": 61.15, | |
| "Layout-Overall": 77.61, | |
| "2D": 82.72, | |
| "3D": 72.35, | |
| "Logical Reasoning": 37.95, | |
| "Text": 6.61 | |
| }, | |
| { | |
| "model": "HiDream-I1-Full", | |
| "link": "https://arxiv.org/pdf/2505.22705", | |
| "hf": "https://huggingface.co/HiDream-ai/HiDream-I1-Full", | |
| "open_source": true, | |
| "release_date": "2025-05", | |
| "Overall": 50.65, | |
| "Style": 83.30, | |
| "World Knowledge": 78.32, | |
| "Attribute-Overall": 62.18, | |
| "Quantity": 69.44, | |
| "Expression": 45.51, | |
| "Material": 55.66, | |
| "Size": 70.14, | |
| "Shape": 55.00, | |
| "Color": 86.67, | |
| "Action-Overall": 53.71, | |
| "Hand": 44.23, | |
| "Full body": 57.61, | |
| "Animal": 55.88, | |
| "Non Contact": 53.06, | |
| "Contact": 47.62, | |
| "State": 61.32, | |
| "Relationship-Overall": 57.23, | |
| "Composition": 57.77, | |
| "Similarity": 52.78, | |
| "Inclusion": 63.04, | |
| "Comparison": 53.91, | |
| "Compound-Overall": 34.54, | |
| "Imagination": 38.01, | |
| "Feature matching": 30.99, | |
| "Grammar-Overall": 53.88, | |
| "Pronoun Reference": 62.13, | |
| "Consistency": 51.85, | |
| "Negation": 46.92, | |
| "Layout-Overall": 59.70, | |
| "2D": 63.60, | |
| "3D": 55.68, | |
| "Logical Reasoning": 23.64, | |
| "Text": 0.00 | |
| }, | |
| { | |
| "model": "Hunyuan-Image-2.1", | |
| "link": "https://github.com/Tencent-Hunyuan/HunyuanImage-2.1", | |
| "hf": "https://huggingface.co/spaces/tencent/HunyuanImage-2.1", | |
| "open_source": true, | |
| "release_date": "2025-09", | |
| "Overall": 77.76, | |
| "Style": 92.20, | |
| "World Knowledge": 90.51, | |
| "Attribute-Overall": 84.19, | |
| "Quantity": 87.50, | |
| "Expression": 80.77, | |
| "Material": 82.55, | |
| "Size": 86.11, | |
| "Shape": 75.00, | |
| "Color": 97.50, | |
| "Action-Overall": 80.51, | |
| "Hand": 76.28, | |
| "Full body": 84.24, | |
| "Animal": 85.29, | |
| "Non Contact": 78.06, | |
| "Contact": 79.17, | |
| "State": 80.66, | |
| "Relationship-Overall": 82.74, | |
| "Composition": 80.74, | |
| "Similarity": 80.56, | |
| "Inclusion": 87.50, | |
| "Comparison": 83.59, | |
| "Compound-Overall": 70.62, | |
| "Imagination": 71.68, | |
| "Feature matching": 69.53, | |
| "Grammar-Overall": 61.50, | |
| "Pronoun Reference": 80.15, | |
| "Consistency": 67.13, | |
| "Negation": 37.31, | |
| "Layout-Overall": 85.45, | |
| "2D": 88.24, | |
| "3D": 82.58, | |
| "Logical Reasoning": 50.23, | |
| "Text": 79.60 | |
| }, | |
| { | |
| "model": "BLIP3-o", | |
| "link": "https://arxiv.org/pdf/2505.09568", | |
| "hf": "https://huggingface.co/BLIP3o/BLIP3o-NEXT-SFT-3B", | |
| "open_source": true, | |
| "release_date": "2025-08", | |
| "Overall": 59.25, | |
| "Style": 92.60, | |
| "World Knowledge": 81.17, | |
| "Attribute-Overall": 66.56, | |
| "Quantity": 57.64, | |
| "Expression": 65.38, | |
| "Material": 67.92, | |
| "Size": 77.08, | |
| "Shape": 47.50, | |
| "Color": 89.17, | |
| "Action-Overall": 64.35, | |
| "Hand": 57.69, | |
| "Full body": 73.37, | |
| "Animal": 68.38, | |
| "Non Contact": 59.18, | |
| "Contact": 55.95, | |
| "State": 70.28, | |
| "Relationship-Overall": 65.36, | |
| "Composition": 69.26, | |
| "Similarity": 58.33, | |
| "Inclusion": 63.04, | |
| "Comparison": 69.53, | |
| "Compound-Overall": 51.80, | |
| "Imagination": 61.99, | |
| "Feature matching": 41.41, | |
| "Grammar-Overall": 63.37, | |
| "Pronoun Reference": 70.22, | |
| "Consistency": 57.41, | |
| "Negation": 61.16, | |
| "Layout-Overall": 65.67, | |
| "2D": 69.12, | |
| "3D": 62.12, | |
| "Logical Reasoning": 41.59, | |
| "Text": 0.00 | |
| }, | |
| { | |
| "model": "BLIP3-o-Next", | |
| "link": "https://arxiv.org/pdf/2505.09568", | |
| "hf": "https://huggingface.co/BLIP3o/BLIP3o-NEXT-SFT-3B", | |
| "open_source": true, | |
| "release_date": "2025-08", | |
| "Overall": 44.48, | |
| "Style": 74.60, | |
| "World Knowledge": 50.00, | |
| "Attribute-Overall": 55.98, | |
| "Quantity": 44.44, | |
| "Expression": 57.69, | |
| "Material": 56.13, | |
| "Size": 63.89, | |
| "Shape": 48.12, | |
| "Color": 68.33, | |
| "Action-Overall": 47.62, | |
| "Hand": 37.82, | |
| "Full body": 61.41, | |
| "Animal": 45.59, | |
| "Non Contact": 45.41, | |
| "Contact": 36.90, | |
| "State": 54.72, | |
| "Relationship-Overall": 53.55, | |
| "Composition": 54.05, | |
| "Similarity": 48.33, | |
| "Inclusion": 50.00, | |
| "Comparison": 64.84, | |
| "Compound-Overall": 26.55, | |
| "Imagination": 32.14, | |
| "Feature matching": 20.83, | |
| "Grammar-Overall": 54.14, | |
| "Pronoun Reference": 65.07, | |
| "Consistency": 49.54, | |
| "Negation": 46.54, | |
| "Layout-Overall": 54.85, | |
| "2D": 58.82, | |
| "3D": 50.76, | |
| "Logical Reasoning": 27.50, | |
| "Text": 0.00 | |
| }, | |
| { | |
| "model": "Janus-flow", | |
| "link": "https://arxiv.org/pdf/2411.07975", | |
| "hf": "https://huggingface.co/deepseek-ai/JanusFlow-1.3B", | |
| "open_source": true, | |
| "release_date": "2024-11", | |
| "Overall": 20.93, | |
| "Style": 58.50, | |
| "World Knowledge": 18.67, | |
| "Attribute-Overall": 19.23, | |
| "Quantity": 22.92, | |
| "Expression": 10.90, | |
| "Material": 21.70, | |
| "Size": 24.31, | |
| "Shape": 8.12, | |
| "Color": 30.00, | |
| "Action-Overall": 22.05, | |
| "Hand": 4.49, | |
| "Full body": 31.52, | |
| "Animal": 22.06, | |
| "Non Contact": 14.80, | |
| "Contact": 19.05, | |
| "State": 35.85, | |
| "Relationship-Overall": 19.54, | |
| "Composition": 23.65, | |
| "Similarity": 16.11, | |
| "Inclusion": 20.11, | |
| "Comparison": 14.06, | |
| "Compound-Overall": 10.70, | |
| "Imagination": 19.13, | |
| "Feature matching": 2.08, | |
| "Grammar-Overall": 35.03, | |
| "Pronoun Reference": 32.72, | |
| "Consistency": 16.67, | |
| "Negation": 52.69, | |
| "Layout-Overall": 14.93, | |
| "2D": 12.13, | |
| "3D": 17.80, | |
| "Logical Reasoning": 10.68, | |
| "Text": 0.00 | |
| }, | |
| { | |
| "model": "CogView4", | |
| "link": "https://arxiv.org/pdf/2403.05121", | |
| "hf": "https://huggingface.co/zai-org/CogView4-6B", | |
| "open_source": true, | |
| "release_date": "2024-03", | |
| "Overall": 55.14, | |
| "Style": 82.40, | |
| "World Knowledge": 84.18, | |
| "Attribute-Overall": 63.35, | |
| "Quantity": 68.75, | |
| "Expression": 44.87, | |
| "Material": 56.60, | |
| "Size": 72.92, | |
| "Shape": 53.75, | |
| "Color": 94.17, | |
| "Action-Overall": 61.69, | |
| "Hand": 61.54, | |
| "Full body": 66.30, | |
| "Animal": 64.71, | |
| "Non Contact": 52.04, | |
| "Contact": 54.76, | |
| "State": 70.28, | |
| "Relationship-Overall": 61.68, | |
| "Composition": 61.82, | |
| "Similarity": 62.22, | |
| "Inclusion": 63.59, | |
| "Comparison": 57.81, | |
| "Compound-Overall": 45.75, | |
| "Imagination": 51.02, | |
| "Feature matching": 40.36, | |
| "Grammar-Overall": 54.55, | |
| "Pronoun Reference": 67.65, | |
| "Consistency": 57.41, | |
| "Negation": 38.46, | |
| "Layout-Overall": 65.30, | |
| "2D": 75.00, | |
| "3D": 55.30, | |
| "Logical Reasoning": 30.23, | |
| "Text": 2.30 | |
| }, | |
| { | |
| "model": "Janus", | |
| "link": "https://arxiv.org/pdf/2410.13848", | |
| "hf": "https://huggingface.co/deepseek-ai/Janus-1.3B", | |
| "open_source": true, | |
| "release_date": "2024-10", | |
| "Overall": 30.98, | |
| "Style": 78.10, | |
| "World Knowledge": 27.85, | |
| "Attribute-Overall": 30.88, | |
| "Quantity": 29.17, | |
| "Expression": 17.31, | |
| "Material": 35.85, | |
| "Size": 45.83, | |
| "Shape": 14.37, | |
| "Color": 17.31, | |
| "Action-Overall": 31.37, | |
| "Hand": 14.10, | |
| "Full body": 38.59, | |
| "Animal": 42.65, | |
| "Non Contact": 24.49, | |
| "Contact": 23.21, | |
| "State": 43.40, | |
| "Relationship-Overall": 30.58, | |
| "Composition": 32.43, | |
| "Similarity": 32.22, | |
| "Inclusion": 27.72, | |
| "Comparison": 28.12, | |
| "Compound-Overall": 17.53, | |
| "Imagination": 25.26, | |
| "Feature matching": 9.64, | |
| "Grammar-Overall": 48.40, | |
| "Pronoun Reference": 48.53, | |
| "Consistency": 33.33, | |
| "Negation": 60.77, | |
| "Layout-Overall": 31.72, | |
| "2D": 31.25, | |
| "3D": 32.20, | |
| "Logical Reasoning": 13.41, | |
| "Text": 0.00 | |
| }, | |
| { | |
| "model": "Janus-Pro", | |
| "link": "https://arxiv.org/pdf/2501.17811", | |
| "hf": "https://huggingface.co/deepseek-ai/Janus-Pro-7B", | |
| "open_source": true, | |
| "release_date": "2025-01", | |
| "Overall": 30.83, | |
| "Style": 75.60, | |
| "World Knowledge": 39.08, | |
| "Attribute-Overall": 33.12, | |
| "Quantity": 24.31, | |
| "Expression": 19.23, | |
| "Material": 43.87, | |
| "Size": 45.14, | |
| "Shape": 18.75, | |
| "Color": 47.50, | |
| "Action-Overall": 26.33, | |
| "Hand": 13.46, | |
| "Full body": 26.09, | |
| "Animal": 34.56, | |
| "Non Contact": 22.45, | |
| "Contact": 20.83, | |
| "State": 38.68, | |
| "Relationship-Overall": 32.74, | |
| "Composition": 38.85, | |
| "Similarity": 35.56, | |
| "Inclusion": 26.09, | |
| "Comparison": 24.22, | |
| "Compound-Overall": 24.48, | |
| "Imagination": 33.42, | |
| "Feature matching": 15.36, | |
| "Grammar-Overall": 36.63, | |
| "Pronoun Reference": 36.76, | |
| "Consistency": 31.94, | |
| "Negation": 40.38, | |
| "Layout-Overall": 30.04, | |
| "2D": 29.78, | |
| "3D": 30.30, | |
| "Logical Reasoning": 10.23, | |
| "Text": 0.00 | |
| }, | |
| { | |
| "model": "Kolors", | |
| "link": "https://github.com/Kwai-Kolors/Kolors/blob/master/imgs/Kolors_paper.pdf", | |
| "hf": "https://huggingface.co/Kwai-Kolors/Kolors", | |
| "open_source": true, | |
| "release_date": "2024-7", | |
| "Overall": 58.80, | |
| "Style": 85.20, | |
| "World Knowledge": 86.23, | |
| "Attribute-Overall": 69.34, | |
| "Quantity": 70.14, | |
| "Expression": 51.92, | |
| "Material": 73.11, | |
| "Size": 77.78, | |
| "Shape": 56.25, | |
| "Color": 91.67, | |
| "Action-Overall": 65.02, | |
| "Hand": 58.33, | |
| "Full body": 59.24, | |
| "Animal": 71.32, | |
| "Non Contact": 63.78, | |
| "Contact": 57.54, | |
| "State": 77.83, | |
| "Relationship-Overall": 67.13, | |
| "Composition": 71.96, | |
| "Similarity": 69.44, | |
| "Inclusion": 67.39, | |
| "Comparison": 52.34, | |
| "Compound-Overall": 66.03, | |
| "Imagination": 64.80, | |
| "Feature matching": 45.05, | |
| "Grammar-Overall": 56.68, | |
| "Pronoun Reference": 67.28, | |
| "Consistency": 59.26, | |
| "Negation": 43.46, | |
| "Layout-Overall": 62.31, | |
| "2D": 58.82, | |
| "3D": 65.91, | |
| "Logical Reasoning": 36.14, | |
| "Text": 4.89 | |
| }, | |
| { | |
| "model": "Seedream-4.0", | |
| "link": "https://www.volcengine.com/docs/82379/1541523", | |
| "hf": "-", | |
| "open_source": false, | |
| "release_date": "2025-09", | |
| "Overall": 87.31, | |
| "Style": 99.00, | |
| "World Knowledge": 94.94, | |
| "Attribute-Overall": 90.06, | |
| "Quantity": 86.81, | |
| "Expression": 85.90, | |
| "Material": 97.64, | |
| "Size": 86.81, | |
| "Shape": 83.12, | |
| "Color": 99.17, | |
| "Action-Overall": 87.55, | |
| "Hand": 82.69, | |
| "Full body": 90.22, | |
| "Animal": 91.91, | |
| "Non Contact": 84.69, | |
| "Contact": 82.74, | |
| "State": 92.45, | |
| "Relationship-Overall": 88.58, | |
| "Composition": 85.14, | |
| "Similarity": 84.44, | |
| "Inclusion": 95.65, | |
| "Comparison": 92.19, | |
| "Compound-Overall": 81.57, | |
| "Imagination": 85.20, | |
| "Feature matching": 77.86, | |
| "Grammar-Overall": 78.48, | |
| "Pronoun Reference": 89.71, | |
| "Consistency": 75.00, | |
| "Negation": 69.62, | |
| "Layout-Overall": 90.30, | |
| "2D": 90.81, | |
| "3D": 89.77, | |
| "Logical Reasoning": 68.64, | |
| "Text": 93.97 | |
| }, | |
| { | |
| "model": "Imagen-4.0-generate-preview-06-06", | |
| "link": "https://deepmind.google/models/imagen/", | |
| "hf": "-", | |
| "open_source": false, | |
| "release_date": "2025-01", | |
| "Overall": 79.52, | |
| "Style": 97.50, | |
| "World Knowledge": 96.84, | |
| "Attribute-Overall": 86.22, | |
| "Quantity": 83.33, | |
| "Expression": 77.56, | |
| "Material": 92.92, | |
| "Size": 93.75, | |
| "Shape": 72.50, | |
| "Color": 98.33, | |
| "Action-Overall": 90.40, | |
| "Hand": 89.10, | |
| "Full body": 89.67, | |
| "Animal": 93.38, | |
| "Non Contact": 86.73, | |
| "Contact": 90.48, | |
| "State": 93.40, | |
| "Relationship-Overall": 90.74, | |
| "Composition": 91.55, | |
| "Similarity": 83.33, | |
| "Inclusion": 94.57, | |
| "Comparison": 93.75, | |
| "Compound-Overall": 85.70, | |
| "Imagination": 92.60, | |
| "Feature matching": 78.65, | |
| "Grammar-Overall": 82.89, | |
| "Pronoun Reference": 92.65, | |
| "Consistency": 82.87, | |
| "Negation": 72.69, | |
| "Layout-Overall": 89.18, | |
| "2D": 91.54, | |
| "3D": 86.74, | |
| "Logical Reasoning": 73.18, | |
| "Text": 2.59 | |
| }, | |
| { | |
| "model": "Runway-Gen4-Image", | |
| "link": "https://docs.dev.runwayml.com/api/#tag/Start-generating/paths/~1v1~1text_to_image/post", | |
| "hf": "-", | |
| "open_source": false, | |
| "release_date": "2024-11", | |
| "Overall": 54.93, | |
| "Style": 64.75, | |
| "World Knowledge": 71.05, | |
| "Attribute-Overall": 60.43, | |
| "Quantity": 54.29, | |
| "Expression": 46.05, | |
| "Material": 72.60, | |
| "Size": 57.64, | |
| "Shape": 50.62, | |
| "Color": 81.90, | |
| "Action-Overall": 60.42, | |
| "Hand": 52.63, | |
| "Full body": 65.22, | |
| "Animal": 75.00, | |
| "Non Contact": 51.56, | |
| "Contact": 54.37, | |
| "State": 65.09, | |
| "Relationship-Overall": 65.90, | |
| "Composition": 66.89, | |
| "Similarity": 51.11, | |
| "Inclusion": 74.43, | |
| "Comparison": 72.66, | |
| "Compound-Overall": 61.00, | |
| "Imagination": 68.22, | |
| "Feature matching": 53.49, | |
| "Grammar-Overall": 58.38, | |
| "Pronoun Reference": 55.38, | |
| "Consistency": 55.09, | |
| "Negation": 64.29, | |
| "Layout-Overall": 64.71, | |
| "2D": 59.93, | |
| "3D": 69.62, | |
| "Logical Reasoning": 42.03, | |
| "Text": 0.59 | |
| }, | |
| { | |
| "model": "HiDream_v2L", | |
| "link": "https://hidreamai.com/doc/txt2img/request", | |
| "hf": "-", | |
| "open_source": false, | |
| "release_date": "2025-07", | |
| "Overall": 59.95, | |
| "Style": 89.34, | |
| "World Knowledge": 91.02, | |
| "Attribute-Overall": 67.87, | |
| "Quantity": 71.43, | |
| "Expression": 42.31, | |
| "Material": 70.59, | |
| "Size": 70.00, | |
| "Shape": 64.52, | |
| "Color": 94.17, | |
| "Action-Overall": 64.90, | |
| "Hand": 48.72, | |
| "Full body": 65.22, | |
| "Animal": 75.00, | |
| "Non Contact": 71.88, | |
| "Contact": 55.95, | |
| "State": 71.15, | |
| "Relationship-Overall": 72.67, | |
| "Composition": 78.82, | |
| "Similarity": 65.00, | |
| "Inclusion": 75.56, | |
| "Comparison": 65.32, | |
| "Compound-Overall": 53.19, | |
| "Imagination": 62.63, | |
| "Feature matching": 43.55, | |
| "Grammar-Overall": 62.57, | |
| "Pronoun Reference": 75.38, | |
| "Consistency": 68.75, | |
| "Negation": 44.53, | |
| "Layout-Overall": 64.77, | |
| "2D": 66.29, | |
| "3D": 63.26, | |
| "Logical Reasoning": 32.01, | |
| "Text": 1.16 | |
| }, | |
| { | |
| "model": "FLUX-kontext-pro", | |
| "link": "https://bfl.ai/models/flux-kontext", | |
| "hf": "-", | |
| "open_source": false, | |
| "release_date": "2025-05", | |
| "Overall": 1.27, | |
| "Style": 6.93, | |
| "World Knowledge": 0.00, | |
| "Attribute-Overall": 0.11, | |
| "Quantity": 0.69, | |
| "Expression": 0.00, | |
| "Material": 0.00, | |
| "Size": 0.00, | |
| "Shape": 0.00, | |
| "Color": 0.00, | |
| "Action-Overall": 0.29, | |
| "Hand": 0.00, | |
| "Full body": 0.00, | |
| "Animal": 0.00, | |
| "Non Contact": 0.00, | |
| "Contact": 0.00, | |
| "State": 1.47, | |
| "Relationship-Overall": 0.13, | |
| "Composition": 0.34, | |
| "Similarity": 0.00, | |
| "Inclusion": 0.00, | |
| "Comparison": 0.00, | |
| "Compound-Overall": 0.00, | |
| "Imagination": 0.00, | |
| "Feature matching": 0.00, | |
| "Grammar-Overall": 5.24, | |
| "Pronoun Reference": 0.00, | |
| "Consistency": 2.31, | |
| "Negation": 13.28, | |
| "Layout-Overall": 0.00, | |
| "2D": 0.00, | |
| "3D": 0.00, | |
| "Logical Reasoning": 0.00, | |
| "Text": 0.00 | |
| }, | |
| { | |
| "model": "FLUX-pro-1.1-Ultra", | |
| "link": "https://bfl.ai/", | |
| "hf": "-", | |
| "open_source": false, | |
| "release_date": "2024-11", | |
| "Overall": 1.31, | |
| "Style": 7.63, | |
| "World Knowledge": 0.32, | |
| "Attribute-Overall": 0.32, | |
| "Quantity": 0.00, | |
| "Expression": 0.00, | |
| "Material": 0.94, | |
| "Size": 0.00, | |
| "Shape": 0.00, | |
| "Color": 0.83, | |
| "Action-Overall": 0.00, | |
| "Hand": 0.00, | |
| "Full body": 0.00, | |
| "Animal": 0.00, | |
| "Non Contact": 0.00, | |
| "Contact": 0.00, | |
| "State": 0.00, | |
| "Relationship-Overall": 0.26, | |
| "Composition": 0.34, | |
| "Similarity": 0.57, | |
| "Inclusion": 0.00, | |
| "Comparison": 0.00, | |
| "Compound-Overall": 0.00, | |
| "Imagination": 0.00, | |
| "Feature matching": 0.00, | |
| "Grammar-Overall": 4.30, | |
| "Pronoun Reference": 0.37, | |
| "Consistency": 1.39, | |
| "Negation": 10.94, | |
| "Layout-Overall": 0.19, | |
| "2D": 0.37, | |
| "3D": 0.00, | |
| "Logical Reasoning": 0.00, | |
| "Text": 0.00 | |
| }, | |
| { | |
| "model": "DALL-E-3", | |
| "link": "https://openai.com/zh-Hans-CN/index/dall-e-3/", | |
| "hf": "-", | |
| "open_source": false, | |
| "release_date": "2023-09", | |
| "Overall": 67.93, | |
| "Style": 95.90, | |
| "World Knowledge": 93.04, | |
| "Attribute-Overall": 78.42, | |
| "Quantity": 60.42, | |
| "Expression": 68.59, | |
| "Material": 91.04, | |
| "Size": 90.28, | |
| "Shape": 65.00, | |
| "Color": 94.17, | |
| "Action-Overall": 72.24, | |
| "Hand": 69.87, | |
| "Full body": 77.17, | |
| "Animal": 82.35, | |
| "Non Contact": 66.33, | |
| "Contact": 61.90, | |
| "State": 76.89, | |
| "Relationship-Overall": 79.95, | |
| "Composition": 81.76, | |
| "Similarity": 77.78, | |
| "Inclusion": 87.50, | |
| "Comparison": 67.97, | |
| "Compound-Overall": 72.94, | |
| "Imagination": 82.14, | |
| "Feature matching": 63.54, | |
| "Grammar-Overall": 71.52, | |
| "Pronoun Reference": 79.78, | |
| "Consistency": 76.39, | |
| "Negation": 58.85, | |
| "Layout-Overall": 62.50, | |
| "2D": 54.41, | |
| "3D": 70.83, | |
| "Logical Reasoning": 51.59, | |
| "Text": 1.15 | |
| }, | |
| { | |
| "model": "Qwen-Image", | |
| "link": "https://arxiv.org/pdf/2508.02324", | |
| "hf": "https://huggingface.co/Qwen/Qwen-Image", | |
| "open_source": true, | |
| "release_date": "2025-08", | |
| "Overall": 81.04, | |
| "Style": 95.50, | |
| "World Knowledge": 92.41, | |
| "Attribute-Overall": 91.88, | |
| "Quantity": 88.89, | |
| "Expression": 91.03, | |
| "Material": 96.23, | |
| "Size": 90.28, | |
| "Shape": 86.25, | |
| "Color": 98.33, | |
| "Action-Overall": 85.74, | |
| "Hand": 83.33, | |
| "Full body": 87.50, | |
| "Animal": 89.71, | |
| "Non Contact": 81.63, | |
| "Contact": 82.14, | |
| "State": 90.09, | |
| "Relationship-Overall": 82.99, | |
| "Composition": 85.47, | |
| "Similarity": 73.33, | |
| "Inclusion": 90.76, | |
| "Comparison": 79.69, | |
| "Compound-Overall": 76.16, | |
| "Imagination": 80.10, | |
| "Feature matching": 72.14, | |
| "Grammar-Overall": 62.83, | |
| "Pronoun Reference": 83.46, | |
| "Consistency": 74.07, | |
| "Negation": 31.92, | |
| "Layout-Overall": 82.65, | |
| "2D": 84.93, | |
| "3D": 80.30, | |
| "Logical Reasoning": 57.73, | |
| "Text": 82.47 | |
| }, | |
| { | |
| "model": "wan2.2-t2i-plus", | |
| "link": "https://help.aliyun.com/zh/model-studio/text-to-image-v2-api-reference", | |
| "hf": "-", | |
| "open_source": false, | |
| "release_date": "2025-07", | |
| "Overall": 66.96, | |
| "Style": 91.06, | |
| "World Knowledge": 84.39, | |
| "Attribute-Overall": 73.93, | |
| "Quantity": 75.00, | |
| "Expression": 67.31, | |
| "Material": 74.06, | |
| "Size": 74.31, | |
| "Shape": 66.25, | |
| "Color": 90.83, | |
| "Action-Overall": 72.52, | |
| "Hand": 69.23, | |
| "Full body": 80.00, | |
| "Animal": 84.56, | |
| "Non Contact": 65.31, | |
| "Contact": 61.90, | |
| "State": 75.94, | |
| "Relationship-Overall": 76.78, | |
| "Composition": 71.28, | |
| "Similarity": 72.78, | |
| "Inclusion": 85.87, | |
| "Comparison": 82.03, | |
| "Compound-Overall": 64.77, | |
| "Imagination": 74.23, | |
| "Feature matching": 55.00, | |
| "Grammar-Overall": 70.59, | |
| "Pronoun Reference": 77.21, | |
| "Consistency": 63.43, | |
| "Negation": 69.62, | |
| "Layout-Overall": 71.83, | |
| "2D": 73.16, | |
| "3D": 70.45, | |
| "Logical Reasoning": 51.82, | |
| "Text": 11.92 | |
| }, | |
| { | |
| "model": "FLUX.1-dev", | |
| "link": "https://bfl.ai/blog/24-08-01-bfl", | |
| "hf": "https://huggingface.co/black-forest-labs/FLUX.1-dev", | |
| "open_source": true, | |
| "release_date": "2024-08", | |
| "Overall": 2.74, | |
| "Style": 10.50, | |
| "World Knowledge": 0.63, | |
| "Attribute-Overall": 0.43, | |
| "Quantity": 0.00, | |
| "Expression": 1.92, | |
| "Material": 0.47, | |
| "Size": 0.00, | |
| "Shape": 0.00, | |
| "Color": 0.00, | |
| "Action-Overall": 0.95, | |
| "Hand": 1.92, | |
| "Full body": 0.54, | |
| "Animal": 0.74, | |
| "Non Contact": 0.00, | |
| "Contact": 0.00, | |
| "State": 2.36, | |
| "Relationship-Overall": 0.13, | |
| "Composition": 0.34, | |
| "Similarity": 0.00, | |
| "Inclusion": 0.00, | |
| "Comparison": 0.00, | |
| "Compound-Overall": 0.13, | |
| "Imagination": 0.26, | |
| "Feature matching": 0.00, | |
| "Grammar-Overall": 7.75, | |
| "Pronoun Reference": 0.74, | |
| "Consistency": 1.39, | |
| "Negation": 20.38, | |
| "Layout-Overall": 0.19, | |
| "2D": 0.00, | |
| "3D": 0.38, | |
| "Logical Reasoning": 0.00, | |
| "Text": 0.00 | |
| }, | |
| { | |
| "model": "Nano Banana", | |
| "link": "https://ainanobanana.io/", | |
| "hf": "-", | |
| "open_source": false, | |
| "release_date": "2025-08", | |
| "Overall": 80.91, | |
| "Style": 99.27, | |
| "World Knowledge": 96.47, | |
| "Attribute-Overall": 87.76, | |
| "Quantity": 81.62, | |
| "Expression": 80.79, | |
| "Material": 89.66, | |
| "Size": 95.74, | |
| "Shape": 82.05, | |
| "Color": 98.33, | |
| "Action-Overall": 86.99, | |
| "Hand": 86.54, | |
| "Full body": 91.38, | |
| "Animal": 90.44, | |
| "Non Contact": 81.96, | |
| "Contact": 81.44, | |
| "State": 90.64, | |
| "Relationship-Overall": 91.39, | |
| "Composition": 92.33, | |
| "Similarity": 83.89, | |
| "Inclusion": 93.44, | |
| "Comparison": 96.88, | |
| "Compound-Overall": 86.89, | |
| "Imagination": 90.40, | |
| "Feature matching": 83.42, | |
| "Grammar-Overall": 83.33, | |
| "Pronoun Reference": 87.27, | |
| "Consistency": 84.69, | |
| "Negation": 78.12, | |
| "Layout-Overall": 88.80, | |
| "2D": 91.82, | |
| "3D": 85.66, | |
| "Logical Reasoning": 76.10, | |
| "Text": 12.06 | |
| }, | |
| { | |
| "model": "Hunyuan-DiT", | |
| "link": "https://arxiv.org/pdf/2405.08748", | |
| "hf": "https://huggingface.co/Tencent-Hunyuan/HunyuanDiT", | |
| "open_source": true, | |
| "release_date": "2024-05", | |
| "Overall": 53.36, | |
| "Style": 92.50, | |
| "World Knowledge": 84.97, | |
| "Attribute-Overall": 62.93, | |
| "Quantity": 63.19, | |
| "Expression": 46.15, | |
| "Material": 72.17, | |
| "Size": 63.89, | |
| "Shape": 49.38, | |
| "Color": 85.00, | |
| "Action-Overall": 57.22, | |
| "Hand": 45.51, | |
| "Full body": 67.93, | |
| "Animal": 61.76, | |
| "Non Contact": 48.47, | |
| "Contact": 47.02, | |
| "State": 69.81, | |
| "Relationship-Overall": 59.39, | |
| "Composition": 65.88, | |
| "Similarity": 64.44, | |
| "Inclusion": 56.52, | |
| "Comparison": 41.41, | |
| "Compound-Overall": 44.59, | |
| "Imagination": 52.04, | |
| "Feature matching": 36.98, | |
| "Grammar-Overall": 54.68, | |
| "Pronoun Reference": 59.93, | |
| "Consistency": 62.04, | |
| "Negation": 43.08, | |
| "Layout-Overall": 47.76, | |
| "2D": 39.71, | |
| "3D": 56.06, | |
| "Logical Reasoning": 29.55, | |
| "Text": 0.00 | |
| }, | |
| { | |
| "model": "Recraft", | |
| "link": "https://www.recraft.ai/docs#generate-image", | |
| "hf": "-", | |
| "open_source": false, | |
| "release_date": "2024-12", | |
| "Overall": 57.67, | |
| "Style": 87.70, | |
| "World Knowledge": 90.03, | |
| "Attribute-Overall": 69.34, | |
| "Quantity": 66.67, | |
| "Expression": 59.62, | |
| "Material": 66.51, | |
| "Size": 73.61, | |
| "Shape": 61.25, | |
| "Color": 95.83, | |
| "Action-Overall": 63.88, | |
| "Hand": 50.64, | |
| "Full body": 72.28, | |
| "Animal": 77.94, | |
| "Non Contact": 63.78, | |
| "Contact": 45.24, | |
| "State": 72.17, | |
| "Relationship-Overall": 64.47, | |
| "Composition": 65.54, | |
| "Similarity": 58.89, | |
| "Inclusion": 65.22, | |
| "Comparison": 68.75, | |
| "Compound-Overall": 43.94, | |
| "Imagination": 45.92, | |
| "Feature matching": 41.93, | |
| "Grammar-Overall": 60.56, | |
| "Pronoun Reference": 62.87, | |
| "Consistency": 59.26, | |
| "Negation": 59.23, | |
| "Layout-Overall": 58.40, | |
| "2D": 55.15, | |
| "3D": 61.74, | |
| "Logical Reasoning": 34.09, | |
| "Text": 4.31 | |
| }, | |
| { | |
| "model": "Imagen-3.0-generate-002", | |
| "link": "https://arxiv.org/pdf/2408.07009", | |
| "hf": "-", | |
| "open_source": false, | |
| "release_date": "2025-02", | |
| "Overall": 13.62, | |
| "Style": 8.30, | |
| "World Knowledge": 0.00, | |
| "Attribute-Overall": 0.00, | |
| "Quantity": 0.00, | |
| "Expression": 0.00, | |
| "Material": 0.00, | |
| "Size": 0.00, | |
| "Shape": 0.00, | |
| "Color": 0.00, | |
| "Action-Overall": 0.38, | |
| "Hand": 0.00, | |
| "Full body": 0.54, | |
| "Animal": 0.00, | |
| "Non Contact": 0.00, | |
| "Contact": 0.00, | |
| "State": 1.42, | |
| "Relationship-Overall": 0.13, | |
| "Composition": 0.34, | |
| "Similarity": 0.00, | |
| "Inclusion": 0.00, | |
| "Comparison": 0.00, | |
| "Compound-Overall": 0.00, | |
| "Imagination": 0.00, | |
| "Feature matching": 0.00, | |
| "Grammar-Overall": 4.81, | |
| "Pronoun Reference": 0.00, | |
| "Consistency": 0.46, | |
| "Negation": 13.46, | |
| "Layout-Overall": 0.00, | |
| "2D": 0.00, | |
| "3D": 0.00, | |
| "Logical Reasoning": 0.00, | |
| "Text": 0.00 | |
| }, | |
| { | |
| "model": "Imagen-4.0-Fast-preview-06-06", | |
| "link": "https://deepmind.google/models/imagen/", | |
| "hf": "-", | |
| "open_source": false, | |
| "release_date": "2025-06", | |
| "Overall": 71.60, | |
| "Style": 93.30, | |
| "World Knowledge": 91.30, | |
| "Attribute-Overall": 80.98, | |
| "Quantity": 76.39, | |
| "Expression": 66.03, | |
| "Material": 83.49, | |
| "Size": 88.19, | |
| "Shape": 78.75, | |
| "Color": 95.83, | |
| "Action-Overall": 79.28, | |
| "Hand": 74.36, | |
| "Full body": 79.35, | |
| "Animal": 83.82, | |
| "Non Contact": 73.47, | |
| "Contact": 75.60, | |
| "State": 88.21, | |
| "Relationship-Overall": 82.49, | |
| "Composition": 82.09, | |
| "Similarity": 78.33, | |
| "Inclusion": 88.04, | |
| "Comparison": 81.25, | |
| "Compound-Overall": 73.97, | |
| "Imagination": 83.67, | |
| "Feature matching": 64.06, | |
| "Grammar-Overall": 77.41, | |
| "Pronoun Reference": 83.82, | |
| "Consistency": 78.24, | |
| "Negation": 70.00, | |
| "Layout-Overall": 78.73, | |
| "2D": 80.51, | |
| "3D": 76.89, | |
| "Logical Reasoning": 54.77, | |
| "Text": 3.74 | |
| }, | |
| { | |
| "model": "FLUX-kontext-max", | |
| "link": "https://bfl.ai/models/flux-kontext", | |
| "hf": "-", | |
| "open_source": false, | |
| "release_date": "2025-05", | |
| "Overall": 71.85, | |
| "Style": 96.38, | |
| "World Knowledge": 92.83, | |
| "Attribute-Overall": 76.41, | |
| "Quantity": 65.97, | |
| "Expression": 69.44, | |
| "Material": 80.19, | |
| "Size": 84.72, | |
| "Shape": 66.67, | |
| "Color": 93.33, | |
| "Action-Overall": 78.59, | |
| "Hand": 76.32, | |
| "Full body": 83.15, | |
| "Animal": 83.33, | |
| "Non Contact": 69.90, | |
| "Contact": 73.17, | |
| "State": 85.78, | |
| "Relationship-Overall": 83.97, | |
| "Composition": 85.14, | |
| "Similarity": 74.43, | |
| "Inclusion": 91.67, | |
| "Comparison": 83.59, | |
| "Compound-Overall": 75.13, | |
| "Imagination": 82.65, | |
| "Feature matching": 67.12, | |
| "Grammar-Overall": 75.68, | |
| "Pronoun Reference": 79.85, | |
| "Consistency": 75.46, | |
| "Negation": 71.48, | |
| "Layout-Overall": 81.34, | |
| "2D": 81.62, | |
| "3D": 81.06, | |
| "Logical Reasoning": 56.48, | |
| "Text": 1.72 | |
| }, | |
| { | |
| "model": "Seedream-3.0", | |
| "link": "https://www.byteplus.com/en/product/Seedream", | |
| "hf": "-", | |
| "open_source": false, | |
| "release_date": "2025-06", | |
| "Overall": 81.68, | |
| "Style": 97.50, | |
| "World Knowledge": 93.99, | |
| "Attribute-Overall": 88.03, | |
| "Quantity": 84.03, | |
| "Expression": 82.69, | |
| "Material": 94.34, | |
| "Size": 89.58, | |
| "Shape": 80.00, | |
| "Color": 97.50, | |
| "Action-Overall": 86.98, | |
| "Hand": 85.26, | |
| "Full body": 90.76, | |
| "Animal": 89.71, | |
| "Non Contact": 85.20, | |
| "Contact": 80.36, | |
| "State": 90.09, | |
| "Relationship-Overall": 84.39, | |
| "Composition": 86.82, | |
| "Similarity": 74.44, | |
| "Inclusion": 90.22, | |
| "Comparison": 84.38, | |
| "Compound-Overall": 76.68, | |
| "Imagination": 82.14, | |
| "Feature matching": 71.09, | |
| "Grammar-Overall": 67.25, | |
| "Pronoun Reference": 84.19, | |
| "Consistency": 79.17, | |
| "Negation": 39.62, | |
| "Layout-Overall": 84.14, | |
| "2D": 89.34, | |
| "3D": 78.79, | |
| "Logical Reasoning": 59.09, | |
| "Text": 78.74 | |
| }, | |
| { | |
| "model": "Imagen-4.0-Ultra-preview-06-06", | |
| "link": "https://deepmind.google/models/imagen/", | |
| "hf": "-", | |
| "open_source": false, | |
| "release_date": "2025-06", | |
| "Overall": 83.21, | |
| "Style": 98.90, | |
| "World Knowledge": 97.94, | |
| "Attribute-Overall": 90.71, | |
| "Quantity": 88.89, | |
| "Expression": 79.49, | |
| "Material": 94.81, | |
| "Size": 93.75, | |
| "Shape": 88.12, | |
| "Color": 100.0, | |
| "Action-Overall": 93.82, | |
| "Hand": 94.87, | |
| "Full body": 92.93, | |
| "Animal": 95.59, | |
| "Non Contact": 87.76, | |
| "Contact": 95.24, | |
| "State": 97.17, | |
| "Relationship-Overall": 92.13, | |
| "Composition": 91.22, | |
| "Similarity": 87.22, | |
| "Inclusion": 97.83, | |
| "Comparison": 92.97, | |
| "Compound-Overall": 89.95, | |
| "Imagination": 94.90, | |
| "Feature matching": 84.90, | |
| "Grammar-Overall": 87.43, | |
| "Pronoun Reference": 93.01, | |
| "Consistency": 85.65, | |
| "Negation": 83.08, | |
| "Layout-Overall": 92.16, | |
| "2D": 93.75, | |
| "3D": 90.53, | |
| "Logical Reasoning": 79.32, | |
| "Text": 9.77 | |
| }, | |
| { | |
| "model": "GPT-4o", | |
| "link": "https://platform.openai.com/docs/guides/image-generation", | |
| "hf": "-", | |
| "open_source": false, | |
| "release_date": "2025-03", | |
| "Overall": 91.02, | |
| "Style": 99.39, | |
| "World Knowledge": 98.72, | |
| "Attribute-Overall": 94.99, | |
| "Quantity": 93.62, | |
| "Expression": 94.59, | |
| "Material": 96.19, | |
| "Size": 93.06, | |
| "Shape": 92.95, | |
| "Color": 100.0, | |
| "Action-Overall": 92.34, | |
| "Hand": 94.08, | |
| "Full body": 97.28, | |
| "Animal": 90.91, | |
| "Non Contact": 90.31, | |
| "Contact": 88.34, | |
| "State": 92.65, | |
| "Relationship-Overall": 95.77, | |
| "Composition": 97.30, | |
| "Similarity": 93.18, | |
| "Inclusion": 96.69, | |
| "Comparison": 94.53, | |
| "Compound-Overall": 93.91, | |
| "Imagination": 95.92, | |
| "Feature matching": 91.74, | |
| "Grammar-Overall": 91.02, | |
| "Pronoun Reference": 95.15, | |
| "Consistency": 89.35, | |
| "Negation": 88.05, | |
| "Layout-Overall": 89.27, | |
| "2D": 89.18, | |
| "3D": 89.35, | |
| "Logical Reasoning": 91.44, | |
| "Text": 63.37 | |
| } | |
| ] | |
| } | |
