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evaluation benchmark

273 papers

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large language model (116) benchmark evaluation (57) question answering (25) language model (22) model evaluation (17) language model evaluation (15) instruction following (15) multimodal large language model (13) multimodal learning (12) machine translation (12)

Papers

VGGSounder: Audio-Visual Evaluations for Foundation Models ICCV 2025 Who Can Withstand Chat-Audio Attacks? An Evaluation Benchmark for Large Audio-Language Models ACL 2025 WorldScore: A Unified Evaluation Benchmark for World Generation ICCV 2025 Ada-LEval: Evaluating long-context LLMs with length-adaptable benchmarks NAACL 2024 AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents NeurIPS 2024 ALIGN-SIM: A Task-Free Test Bed for Evaluating and Interpreting Sentence Embeddings through Semantic Similarity Alignment EMNLP 2024 ∞Bench: Extending Long Context Evaluation Beyond 100K Tokens ACL 2024 Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization NAACL 2024 BotChat: Evaluating LLMs’ Capabilities of Having Multi-Turn Dialogues NAACL 2024 CharacterEval: A Chinese Benchmark for Role-Playing Conversational Agent Evaluation ACL 2024 ChartInsights: Evaluating Multimodal Large Language Models for Low-Level Chart Question Answering EMNLP 2024 CK12: A Rounded K12 Knowledge Graph Based Benchmark for Chinese Holistic Cognition Evaluation AAAI 2024 CriticEval: Evaluating Large-scale Language Model as Critic NeurIPS 2024 Davidsonian Scene Graph: Improving Reliability in Fine-grained Evaluation for Text-to-Image Generation ICLR 2024 DevEval: A Manually-Annotated Code Generation Benchmark Aligned with Real-World Code Repositories ACL 2024 DialogBench: Evaluating LLMs as Human-like Dialogue Systems NAACL 2024 DINGO: Towards Diverse and Fine-Grained Instruction-Following Evaluation AAAI 2024 Dissecting Human and LLM Preferences ACL 2024 EmoBench: Evaluating the Emotional Intelligence of Large Language Models ACL 2024 EvalCrafter: Benchmarking and Evaluating Large Video Generation Models CVPR 2024 Evaluating Mathematical Reasoning of Large Language Models: A Focus on Error Identification and Correction ACL 2024 Expanding FLORES+ Benchmark for More Low-Resource Settings: Portuguese-Emakhuwa Machine Translation Evaluation EMNLP 2024 Factcheck-Bench: Fine-Grained Evaluation Benchmark for Automatic Fact-checkers EMNLP 2024 FBK@IWSLT Test Suites Task: Gender Bias evaluation with MuST-SHE ACL 2024 F-Eval: Asssessing Fundamental Abilities with Refined Evaluation Methods ACL 2024