Difference between revisions of "AI benchmarks"
KevinYager (talk | contribs) |
KevinYager (talk | contribs) (→Assess Specific Attributes) |
||
| Line 22: | Line 22: | ||
==Software/Coding== | ==Software/Coding== | ||
* 2025-02: [https://arxiv.org/abs/2502.12115SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?] ([https://github.com/openai/SWELancer-Benchmark code]) | * 2025-02: [https://arxiv.org/abs/2502.12115SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?] ([https://github.com/openai/SWELancer-Benchmark code]) | ||
| + | |||
| + | ==Visual== | ||
| + | * 2025-03: [https://arxiv.org/abs/2503.14607 Can Large Vision Language Models Read Maps Like a Human?] MapBench | ||
==Creativity== | ==Creativity== | ||
Revision as of 13:25, 23 March 2025
Contents
General
- Models Table (lifearchitect.ai)
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
Visual
- 2025-03: Can Large Vision Language Models Read Maps Like a Human? MapBench
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
