Difference between revisions of "AI benchmarks"
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==Task Length== | ==Task Length== | ||
| + | * 2020-09: Ajeya Cotra: [https://www.lesswrong.com/posts/KrJfoZzpSDpnrv9va/draft-report-on-ai-timelines Draft report on AI timelines] | ||
* 2025-03: [https://arxiv.org/abs/2503.14499 Measuring AI Ability to Complete Long Tasks Measuring AI Ability to Complete Long Tasks] | * 2025-03: [https://arxiv.org/abs/2503.14499 Measuring AI Ability to Complete Long Tasks Measuring AI Ability to Complete Long Tasks] | ||
[[Image:GmZHL8xWQAAtFlF.jpeg|450px]] | [[Image:GmZHL8xWQAAtFlF.jpeg|450px]] | ||
Revision as of 10:43, 20 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.
Task Length
- 2020-09: Ajeya Cotra: Draft report on AI timelines
- 2025-03: Measuring AI Ability to Complete Long Tasks Measuring AI Ability to Complete Long Tasks
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
Science
See: Science Benchmarks
