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Evaluation

515 directly classified papers

Papers per year

Papers

Paloma: A Benchmark for Evaluating Language Model Fit NIPS 2024
A Cross-Domain Benchmark for Active Learning NIPS 2024
ReMI: A Dataset for Reasoning with Multiple Images NIPS 2024
ANAH-v2: Scaling Analytical Hallucination Annotation of Large Language Models NIPS 2024
PANORAMIA: Privacy Auditing of Machine Learning Models without Retraining NIPS 2024
SETLEXSEM CHALLENGE: Using Set Operations to Evaluate the Lexical and Semantic Robustness of Language Models NIPS 2024
RoleAgent: Building, Interacting, and Benchmarking High-quality Role-Playing Agents from Scripts NIPS 2024
MultiTrust: A Comprehensive Benchmark Towards Trustworthy Multimodal Large Language Models NIPS 2024
A Benchmark Suite for Evaluating Neural Mutual Information Estimators on Unstructured Datasets NIPS 2024
Towards a new Benchmark for Emotion Detection in NLP: A Unifying Framework of Recent Corpora EMNLP 2024
I2EBench: A Comprehensive Benchmark for Instruction-based Image Editing NIPS 2024
Test Where Decisions Matter: Importance-driven Testing for Deep Reinforcement Learning NIPS 2024
RepLiQA: A Question-Answering Dataset for Benchmarking LLMs on Unseen Reference Content NIPS 2024
Understanding the Effects of Noise in Text-to-SQL: An Examination of the BIRD-Bench Benchmark ACL 2024
Efficient multi-prompt evaluation of LLMs NIPS 2024
BetterBench: Assessing AI Benchmarks, Uncovering Issues, and Establishing Best Practices NIPS 2024
Overcoming Common Flaws in the Evaluation of Selective Classification Systems NIPS 2024
DiLiGenRT: A Photometric Stereo Dataset with Quantified Roughness and Translucency CVPR 2024
Meta-Evaluation of Sentence Simplification Metrics COLING 2024
Beyond the Numbers: Transparency in Relation Extraction Benchmark Creation and Leaderboards EMNLP 2024
A Picture is Worth More Than 77 Text Tokens: Evaluating CLIP-Style Models on Dense Captions CVPR 2024
On the Content Bias in Frechet Video Distance CVPR 2024
VBench: Comprehensive Benchmark Suite for Video Generative Models CVPR 2024
Localization Is All You Evaluate: Data Leakage in Online Mapping Datasets and How to Fix It CVPR 2024
Towards a Perceptual Evaluation Framework for Lighting Estimation CVPR 2024