Evaluation

CaptionQA: Is Your Caption as Useful as the Image Itself? CVPR 2026 CAR-bench: Evaluating the Consistency and Limit-Awareness of LLM Agents under Real-World Uncertainty ACL 2026 CASPER in the Machine: Insights into Character Variety in LLM-Generated Stories ACL 2026 Chain-of-Thought as a Lens: Evaluating Structured Reasoning Alignment between Human Preferences and Large Language Models ACL 2026 Challenging the Boundaries of Reasoning: An Olympiad-Level Math Benchmark for Large Language Models ACL 2026 ChartR: Evaluating Reasoning Accuracy and Robustness in Chart Question Answering CVPR 2026 CheckMIABench: Firm Foundations For Membership Inference Attacks on Language Models ACL 2026 Check Your Work: Structured Checklist Feedback for Improving Large Language Models ACL 2026 ChemReason-Bench: Benchmarking Large Language Models for Procedural Reasoning in Experimental Chemistry ACL 2026 ChessArena: A Chess Testbed for Evaluating Strategic Reasoning Capabilities of Large Language Models ACL 2026 CITE: Benchmarking Heterogeneous Text-Attributed Graph Models ACL 2026 CiteGuard: Faithful Citation Attribution for LLMs via Retrieval-Augmented Validation ACL 2026 CI-VID: A Coherent Interleaved Text-Video Dataset CVPR 2026 CI-Work: Benchmarking Contextual Integrity in Enterprise LLM Agents ACL 2026 ClaimDB: A Fact Verification Benchmark over Large Structured Data ACL 2026 ClinDet-Bench: Beyond Abstention, Evaluating Judgment Determinability of LLMs in Clinical Decision-Making ACL 2026 CloneMem: Benchmarking Long-Term Memory for AI Clones ACL 2026 CNSL-bench: Benchmarking the Sign Language Understanding Capabilities of MLLMs on Chinese National Sign Language ACL 2026 CodeFlowBench: A Multi-turn, Iterative Benchmark for Complex Code Generation ACL 2026 CodeJudgeBench: Benchmarking LLM-as-a-Judge for Coding Tasks ACL 2026 CogEvolve: A Multimodal Benchmark for Evaluating Relational Reasoning in Semantic Extension ACL 2026 CogToM: A Comprehensive Theory of Mind Benchmark inspired by Human Cognition for Large Language Models ACL 2026 CommonLID: Re-evaluating State-of-the-Art Language Identification Performance on Web Data ACL 2026 Common to Whom? Regional Cultural Commonsense and LLM Bias in India ACL 2026 Comparing human and language models sentence processing difficulties on complex structures ACL 2026