CRUXEval: A Benchmark for Code Reasoning, Understanding and Execution
Paper
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2401.03065
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Published
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11
evals
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Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation
Paper • 2305.01210 • Published • 4 -
AGIBench: A Multi-granularity, Multimodal, Human-referenced, Auto-scoring Benchmark for Large Language Models
Paper • 2309.06495 • Published • 1 -
MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI
Paper • 2311.16502 • Published • 35 -
GAIA: a benchmark for General AI Assistants
Paper • 2311.12983 • Published • 185 -
GPQA: A Graduate-Level Google-Proof Q&A Benchmark
Paper • 2311.12022 • Published • 26 -
PromptBench: A Unified Library for Evaluation of Large Language Models
Paper • 2312.07910 • Published • 15 -
Quantifying Language Models' Sensitivity to Spurious Features in Prompt Design or: How I learned to start worrying about prompt formatting
Paper • 2310.11324 • Published • 1 -
TrustLLM: Trustworthiness in Large Language Models
Paper • 2401.05561 • Published • 66 -
Benchmarking LLMs via Uncertainty Quantification
Paper • 2401.12794 • Published • 1 -
When Benchmarks are Targets: Revealing the Sensitivity of Large Language Model Leaderboards
Paper • 2402.01781 • Published • 1 -
VBench: Comprehensive Benchmark Suite for Video Generative Models
Paper • 2311.17982 • Published • 7 -
HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal
Paper • 2402.04249 • Published • 4 -
OpenToM: A Comprehensive Benchmark for Evaluating Theory-of-Mind Reasoning Capabilities of Large Language Models
Paper • 2402.06044 • Published • 1 -
G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment
Paper • 2303.16634 • Published • 3 -
LLM Comparator: Visual Analytics for Side-by-Side Evaluation of Large Language Models
Paper • 2402.10524 • Published • 22 -
Mind Your Format: Towards Consistent Evaluation of In-Context Learning Improvements
Paper • 2401.06766 • Published • 2 -
Beyond Probabilities: Unveiling the Misalignment in Evaluating Large Language Models
Paper • 2402.13887 • Published • 1 -
tinyBenchmarks: evaluating LLMs with fewer examples
Paper • 2402.14992 • Published • 11 -
Functional Benchmarks for Robust Evaluation of Reasoning Performance, and the Reasoning Gap
Paper • 2402.19450 • Published • 3 -
Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference
Paper • 2403.04132 • Published • 38 -
LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code
Paper • 2403.07974 • Published • 1 -
Replacing Judges with Juries: Evaluating LLM Generations with a Panel of Diverse Models
Paper • 2404.18796 • Published • 68 -
WildBench: Benchmarking LLMs with Challenging Tasks from Real Users in the Wild
Paper • 2406.04770 • Published • 27