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Evaluation for Generative AI

Papers and resources that are dealing with the evaluation of large language models and generative AI.

Humanity's Last Exam

Paper • 2501.14249 • Published 7 days ago • 47
RealCritic: Towards Effectiveness-Driven Evaluation of Language Model Critiques

Paper • 2501.14492 • Published 7 days ago • 29

Benchmark and Evaluation

Humanity's Last Exam

Paper • 2501.14249 • Published 7 days ago • 47

Humanity's Last Exam

Paper • 2501.14249 • Published 7 days ago • 47
Redundancy Principles for MLLMs Benchmarks

Paper • 2501.13953 • Published 11 days ago • 24

about 5 hours ago

MiniMax-01: Scaling Foundation Models with Lightning Attention

Paper • 2501.08313 • Published 17 days ago • 271
rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking

Paper • 2501.04519 • Published 23 days ago • 249
Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference

Paper • 2412.13663 • Published Dec 18, 2024 • 125
Apollo: An Exploration of Video Understanding in Large Multimodal Models

Paper • 2412.10360 • Published Dec 13, 2024 • 139

about 5 hours ago

CodeElo: Benchmarking Competition-level Code Generation of LLMs with Human-comparable Elo Ratings

Paper • 2501.01257 • Published 29 days ago • 48
OmniEval: An Omnidirectional and Automatic RAG Evaluation Benchmark in Financial Domain

Paper • 2412.13018 • Published Dec 17, 2024 • 41
ProcessBench: Identifying Process Errors in Mathematical Reasoning

Paper • 2412.06559 • Published Dec 9, 2024 • 79
MotionBench: Benchmarking and Improving Fine-grained Video Motion Understanding for Vision Language Models

Paper • 2501.02955 • Published 25 days ago • 40

GATE OpenING: A Comprehensive Benchmark for Judging Open-ended Interleaved Image-Text Generation

Paper • 2411.18499 • Published Nov 27, 2024 • 18
VLSBench: Unveiling Visual Leakage in Multimodal Safety

Paper • 2411.19939 • Published Nov 29, 2024 • 9
AV-Odyssey Bench: Can Your Multimodal LLMs Really Understand Audio-Visual Information?

Paper • 2412.02611 • Published Dec 3, 2024 • 23
U-MATH: A University-Level Benchmark for Evaluating Mathematical Skills in LLMs

Paper • 2412.03205 • Published Dec 4, 2024 • 16

Towards a Unified View of Preference Learning for Large Language Models: A Survey

Paper • 2409.02795 • Published Sep 4, 2024 • 72
MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct

Paper • 2409.05840 • Published Sep 9, 2024 • 47
OneGen: Efficient One-Pass Unified Generation and Retrieval for LLMs

Paper • 2409.05152 • Published Sep 8, 2024 • 31
Training Language Models to Self-Correct via Reinforcement Learning

Paper • 2409.12917 • Published Sep 19, 2024 • 136

AI Paper of the Day

A collection of papers that I think are interesting, one added each day

about 12 hours ago

Can Large Language Models Understand Context?

Paper • 2402.00858 • Published Feb 1, 2024 • 23
OLMo: Accelerating the Science of Language Models

Paper • 2402.00838 • Published Feb 1, 2024 • 83
Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 147
SemScore: Automated Evaluation of Instruction-Tuned LLMs based on Semantic Textual Similarity

Paper • 2401.17072 • Published Jan 30, 2024 • 25

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