benchmark evaluation

TOMATO: Assessing Visual Temporal Reasoning Capabilities in Multimodal Foundation Models ICLR 2025 ToolHaystack: Stress-Testing Tool-Augmented Language Models in Realistic Long-Term Interactions EMNLP 2025 ToolHop: A Query-Driven Benchmark for Evaluating Large Language Models in Multi-Hop Tool Use ACL 2025 TounsiBench: Benchmarking Large Language Models for Tunisian Arabic EMNLP 2025 Toward Reliable Scientific Hypothesis Generation: Evaluating Truthfulness and Hallucination in Large Language Models IJCAI 2025 Towards Data Contamination Detection for Modern Large Language Models: Limitations, Inconsistencies, and Oracle Challenges COLING 2025 Towards Dynamic Theory of Mind: Evaluating LLM Adaptation to Temporal Evolution of Human States ACL 2025 Towards Inclusive Arabic LLMs: A Culturally Aligned Benchmark in Arabic Large Language Model Evaluation COLING 2025 Towards Reliable Agents: Benchmarking Customized LLM-Based Retrieval-Augmented Generation Frameworks with Deployment Validation NAACL 2025 Towards Robust Mathematical Reasoning EMNLP 2025 Towards Video Thinking Test: A Holistic Benchmark for Advanced Video Reasoning and Understanding ICCV 2025 Training on the Benchmark Is Not All You Need AAAI 2025 Training on the Test Task Confounds Evaluation and Emergence ICLR 2025 TreeCut: A Synthetic Unanswerable Math Word Problem Dataset for LLM Hallucination Evaluation ACL 2025 TreeEval: Benchmark-Free Evaluation of Large Language Models through Tree Planning AAAI 2025 TReMu: Towards Neuro-Symbolic Temporal Reasoning for LLM-Agents with Memory in Multi-Session Dialogues ACL 2025 Triangulating LLM Progress through Benchmarks, Games, and Cognitive Tests EMNLP 2025 TripCraft: A Benchmark for Spatio-Temporally Fine Grained Travel Planning ACL 2025 TripleFact: Defending Data Contamination in the Evaluation of LLM-driven Fake News Detection ACL 2025 TripTailor: A Real-World Benchmark for Personalized Travel Planning ACL 2025 Trojsten Benchmark: Evaluating LLM Problem-Solving in Slovak STEM Competition Problems EMNLP 2025 TRUEBench: Can LLM Response Meet Real-world Constraints as Productivity Assistant? EMNLP 2025 Truth Behind the Scene: Designing Evaluations Benchmarks to Assess LLMs’ Task-Specific Understanding over Test-Taking Strategies AAAI 2025 Truth Knows No Language: Evaluating Truthfulness Beyond English ACL 2025 TTT-Bench: A Benchmark for Evaluating Reasoning Ability with Simple and Novel Tic-Tac-Toe-style Games EMNLP 2025