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Evaluation

509 papers

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Papers

TeXpert: A Multi-Level Benchmark for Evaluating LaTeX Code Generation by LLMs ACL 2025
UZH at SemEval-2025 Task 3: Token-Level Self-Consistency for Hallucination Detection ACL 2025
NCL-UoR at SemEval-2025 Task 3: Detecting Multilingual Hallucination and Related Observable Overgeneration Text Spans with Modified RefChecker and Modified SeflCheckGPT ACL 2025
IDEA-Bench: How Far are Generative Models from Professional Designing? CVPR 2025
DepthCues: Evaluating Monocular Depth Perception in Large Vision Models CVPR 2025
Improving Accuracy and Calibration via Differentiated Deep Mutual Learning CVPR 2025
ODE: Open-Set Evaluation of Hallucinations in Multimodal Large Language Models CVPR 2025
Q-Bench-Video: Benchmark the Video Quality Understanding of LMMs CVPR 2025
VideoAutoArena: An Automated Arena for Evaluating Large Multimodal Models in Video Analysis through User Simulation CVPR 2025
UPME: An Unsupervised Peer Review Framework for Multimodal Large Language Model Evaluation CVPR 2025
Probing the Mid-level Vision Capabilities of Self-Supervised Learning CVPR 2025
Image Over Text: Transforming Formula Recognition Evaluation with Character Detection Matching CVPR 2025
Gen3DEval: Using vLLMs for Automatic Evaluation of Generated 3D Objects CVPR 2025
Revisiting LLM Value Probing Strategies: Are They Robust and Expressive? EMNLP 2025
Beyond the Surface: Measuring Self-Preference in LLM Judgments EMNLP 2025
Mind the Gap: A Closer Look at Tokenization for Multiple-Choice Question Answering with LLMs EMNLP 2025
Flaw or Artifact? Rethinking Prompt Sensitivity in Evaluating LLMs EMNLP 2025
Fann or Flop: A Multigenre, Multiera Benchmark for Arabic Poetry Understanding in LLMs EMNLP 2025
Metric Calculating Benchmark: Code-Verifiable Complicate Instruction Following Benchmark for Large Language Models EMNLP 2025
EIFBENCH: Extremely Complex Instruction Following Benchmark for Large Language Models EMNLP 2025
From Understanding to Generation: An Efficient Shortcut for Evaluating Language Models EMNLP 2025
Persona-Augmented Benchmarking: Evaluating LLMs Across Diverse Writing Styles EMNLP 2025
DCR: Quantifying Data Contamination in LLMs Evaluation EMNLP 2025
Adaptively profiling models with task elicitation EMNLP 2025
Contra4: Evaluating Contrastive Cross-Modal Reasoning in Audio, Video, Image, and 3D EMNLP 2025