Difference between revisions of "AI benchmarks"
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=Methods= | =Methods= | ||
* [https://openreview.net/pdf?id=fz969ahcvJ AidanBench: Evaluating Novel Idea Generation on Open-Ended Questions] ([https://github.com/aidanmclaughlin/AidanBench code]) | * [https://openreview.net/pdf?id=fz969ahcvJ AidanBench: Evaluating Novel Idea Generation on Open-Ended Questions] ([https://github.com/aidanmclaughlin/AidanBench code]) | ||
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=Assess Specific Attributes= | =Assess Specific Attributes= | ||
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* [https://lmsys.org/ LMSYS]: Human preference ranking leaderboard | * [https://lmsys.org/ LMSYS]: Human preference ranking leaderboard | ||
* [https://trackingai.org/home Tracking AI]: "IQ" leaderboard | * [https://trackingai.org/home Tracking AI]: "IQ" leaderboard | ||
Latest revision as of 15:23, 11 March 2025
Contents
Methods
- AidanBench: Evaluating Novel Idea Generation on Open-Ended Questions (code)
- ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning. Assess reasoning using puzzles of tunable complexity.
Assess Specific Attributes
Various
- LMSYS: Human preference ranking leaderboard
- Tracking AI: "IQ" leaderboard
- Vectara Hallucination Leaderboard
- LiveBench: A Challenging, Contamination-Free LLM Benchmark
Software/Coding
Creativity
Reasoning
- ENIGMAEVAL: "reasoning" leaderboard (paper)
Assistant/Agentic
- GAIA: a benchmark for General AI Assistants
- Galileo AI Agent Leaderboard
- Smolagents LLM Leaderboard: LLMs powering agents
