benchmark evaluation

CodeIF: Benchmarking the Instruction-Following Capabilities of Large Language Models for Code Generation ACL 2025 CodeJudge-Eval: Can Large Language Models be Good Judges in Code Understanding? COLING 2025 CODEMENV: Benchmarking Large Language Models on Code Migration ACL 2025 CodeRAG-Bench: Can Retrieval Augment Code Generation? NAACL 2025 CogLM: Tracking Cognitive Development of Large Language Models NAACL 2025 CoIR: A Comprehensive Benchmark for Code Information Retrieval Models ACL 2025 Collab-Overcooked: Benchmarking and Evaluating Large Language Models as Collaborative Agents EMNLP 2025 ColorFoil: Investigating Color Blindness in Large Vision and Language Models NAACL 2025 Comparative Evaluation of 3D Reconstruction Methods for Object Pose Estimation WACV 2025 CompassVerifier: A Unified and Robust Verifier for LLMs Evaluation and Outcome Reward EMNLP 2025 Competing Large Language Models in Multi-Agent Gaming Environments ICLR 2025 COMPKE: Complex Question Answering under Knowledge Editing ACL 2025 ComprehendEdit: A Comprehensive Dataset and Evaluation Framework for Multimodal Knowledge Editing AAAI 2025 Concept-pedia: a Wide-coverage Semantically-annotated Multimodal Dataset EMNLP 2025 Conceptual Diagnostics for Knowledge Graphs and Large Language Models ACL 2025 Consensus or Conflict? Fine-Grained Evaluation of Conflicting Answers in Question-Answering EMNLP 2025 Contra4: Evaluating Contrastive Cross-Modal Reasoning in Audio, Video, Image, and 3D EMNLP 2025 ContractEval: Benchmarking LLMs for Clause-Level Legal Risk Identification in Commercial Contracts EMNLP 2025 CoSpace: Benchmarking Continuous Space Perception Ability for Vision-Language Models CVPR 2025 CourtReasoner: Can LLM Agents Reason Like Judges? EMNLP 2025 CPsyExam: A Chinese Benchmark for Evaluating Psychology using Examinations COLING 2025 CRAB: A Benchmark for Evaluating Curation of Retrieval-Augmented LLMs in Biomedicine EMNLP 2025 CRAB: Cross-environment Agent Benchmark for Multimodal Language Model Agents ACL 2025 Creation-MMBench: Assessing Context-Aware Creative Intelligence in MLLMs ICCV 2025 CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios EMNLP 2025