Rethinking Composed Image Retrieval Evaluation: A Fine-Grained Benchmark from Image Editing Paper • 2601.16125 • Published 1 day ago • 13
Can Multimodal Foundation Models Understand Schematic Diagrams? An Empirical Study on Information-Seeking QA over Scientific Papers Paper • 2507.10787 • Published Jul 14, 2025 • 13
Efficiency-Effectiveness Reranking FLOPs for LLM-based Rerankers Paper • 2507.06223 • Published Jul 8, 2025 • 14
Agent KB: Leveraging Cross-Domain Experience for Agentic Problem Solving Paper • 2507.06229 • Published Jul 8, 2025 • 76
SciArena: An Open Evaluation Platform for Foundation Models in Scientific Literature Tasks Paper • 2507.01001 • Published Jul 1, 2025 • 46
Can LLMs Generate High-Quality Test Cases for Algorithm Problems? TestCase-Eval: A Systematic Evaluation of Fault Coverage and Exposure Paper • 2506.12278 • Published Jun 13, 2025 • 16
MultiFinBen: A Multilingual, Multimodal, and Difficulty-Aware Benchmark for Financial LLM Evaluation Paper • 2506.14028 • Published Jun 16, 2025 • 93
ZeroGUI: Automating Online GUI Learning at Zero Human Cost Paper • 2505.23762 • Published May 29, 2025 • 45
The Climb Carves Wisdom Deeper Than the Summit: On the Noisy Rewards in Learning to Reason Paper • 2505.22653 • Published May 28, 2025 • 43
FAMA: The First Large-Scale Open-Science Speech Foundation Model for English and Italian Paper • 2505.22759 • Published May 28, 2025 • 19
Spatial-MLLM: Boosting MLLM Capabilities in Visual-based Spatial Intelligence Paper • 2505.23747 • Published May 29, 2025 • 69
Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective Paper • 2505.15045 • Published May 21, 2025 • 54
Any2Caption:Interpreting Any Condition to Caption for Controllable Video Generation Paper • 2503.24379 • Published Mar 31, 2025 • 76
AdaptiVocab: Enhancing LLM Efficiency in Focused Domains through Lightweight Vocabulary Adaptation Paper • 2503.19693 • Published Mar 25, 2025 • 76
PHYSICS: Benchmarking Foundation Models on University-Level Physics Problem Solving Paper • 2503.21821 • Published Mar 26, 2025 • 21
IFIR: A Comprehensive Benchmark for Evaluating Instruction-Following in Expert-Domain Information Retrieval Paper • 2503.04644 • Published Mar 6, 2025 • 21
MMVU: Measuring Expert-Level Multi-Discipline Video Understanding Paper • 2501.12380 • Published Jan 21, 2025 • 84