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Evaluation

509 papers

Papers per year

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Papers

RefVNLI: Towards Scalable Evaluation of Subject-driven Text-to-image Generation EMNLP 2025
How Far are AI-generated Videos from Simulating the 3D Visual World: A Learned 3D Evaluation Approach ICCV 2025
LLM The Genius Paradox: A Linguistic and Math Expert’s Struggle with Simple Word-based Counting Problems NAACL 2025
Micro-Bench: A Microscopy Benchmark for Vision-Language Understanding NIPS 2024
LLM-Check: Investigating Detection of Hallucinations in Large Language Models NIPS 2024
CoSy: Evaluating Textual Explanations of Neurons NIPS 2024
Diff-eRank: A Novel Rank-Based Metric for Evaluating Large Language Models NIPS 2024
ABCFair: an Adaptable Benchmark approach for Comparing Fairness Methods NIPS 2024
Unveiling the Bias Impact on Symmetric Moral Consistency of Large Language Models NIPS 2024
Evaluating Numerical Reasoning in Text-to-Image Models NIPS 2024
HEMM: Holistic Evaluation of Multimodal Foundation Models NIPS 2024
Navigating the Maze of Explainable AI: A Systematic Approach to Evaluating Methods and Metrics NIPS 2024
Safetywashing: Do AI Safety Benchmarks Actually Measure Safety Progress? NIPS 2024
Efficient Lifelong Model Evaluation in an Era of Rapid Progress NIPS 2024
Confidence Calibration of Classifiers with Many Classes NIPS 2024
Weak-eval-Strong: Evaluating and Eliciting Lateral Thinking of LLMs with Situation Puzzles NIPS 2024
GenAI Arena: An Open Evaluation Platform for Generative Models NIPS 2024
ConceptMix: A Compositional Image Generation Benchmark with Controllable Difficulty NIPS 2024
IDGen: Item Discrimination Induced Prompt Generation for LLM Evaluation NIPS 2024
Comparing the Robustness of Modern No-Reference Image- and Video-Quality Metrics to Adversarial Attacks AAAI 2024
Empowering CAM-Based Methods with Capability to Generate Fine-Grained and High-Faithfulness Explanations AAAI 2024
Integrated Decision Gradients: Compute Your Attributions Where the Model Makes Its Decision AAAI 2024
Discretization-Induced Dirichlet Posterior for Robust Uncertainty Quantification on Regression AAAI 2024
Can Large Language Models Understand Real-World Complex Instructions? AAAI 2024
Accelerating Adversarially Robust Model Selection for Deep Neural Networks via Racing AAAI 2024