Stanford Autonomous Agent Lab

university

https://www.autonomousagents.stanford.edu/

AI & ML interests

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Recent Activity

violetxi authored a paper about 1 month ago

ResearchCodeBench: Benchmarking LLMs on Implementing Novel Machine Learning Research Code

violetxi authored a paper about 1 month ago

Just Enough Thinking: Efficient Reasoning with Adaptive Length Penalties Reinforcement Learning

violetxi authored a paper about 1 month ago

LitBench: A Benchmark and Dataset for Reliable Evaluation of Creative Writing

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SAA-Lab 's datasets 120

SAA-Lab/SLPHelmEvalResults

Updated Oct 6, 2025 • 33

SAA-Lab/SLPHelm

Viewer • Updated Oct 4, 2025 • 28.6k • 18 • 1

SAA-Lab/SLPGeneratedData_Qwen2.5-Omni-3B

Viewer • Updated Sep 14, 2025 • 5.69k • 22

SAA-Lab/SLPHelmUltraSuitePlus

Viewer • Updated Sep 14, 2025 • 926 • 14

SAA-Lab/SLPHelmOutputs

Preview • Updated Aug 7, 2025 • 37

SAA-Lab/LitBench-new-rationales

Viewer • Updated Jul 29, 2025 • 43.7k • 21

SAA-Lab/litbench-rationales-gpt4

Viewer • Updated Jul 29, 2025 • 24.2k • 28

SAA-Lab/LitBench-Test

Viewer • Updated Jul 7, 2025 • 2.38k • 261

SAA-Lab/LitBench-Train

Viewer • Updated Jul 7, 2025 • 43.8k • 223 • 10

SAA-Lab/SLPHelmBenchmarkOutput

Preview • Updated Jul 5, 2025 • 39

SAA-Lab/LitBench-Test-Release

Viewer • Updated Jun 18, 2025 • 2.38k • 54

SAA-Lab/LitBench-Test-IDs-Complete-Final

Viewer • Updated Jun 18, 2025 • 2.48k • 46

SAA-Lab/LitBench-Test-IDs-Complete

Viewer • Updated Jun 17, 2025 • 2.48k • 18

SAA-Lab/LitBench-Test-Enhanced

Viewer • Updated Jun 17, 2025 • 2.48k • 11

SAA-Lab/LitBench-Test-IDs

Viewer • Updated Jun 17, 2025 • 2.48k • 23

SAA-Lab/LitBench-Rationales

Viewer • Updated May 16, 2025 • 43.7k • 39 • 1

SAA-Lab/human-exp-1

Viewer • Updated May 15, 2025 • 40 • 8

SAA-Lab/SLPHelmDataset

Viewer • Updated May 15, 2025 • 19.4k • 508

SAA-Lab/wp_non_length_corrected

Viewer • Updated May 14, 2025 • 65.5k • 6

SAA-Lab/wp_shp

Preview • Updated May 14, 2025 • 5

SAA-Lab/wp_naive

Viewer • Updated May 14, 2025 • 395k • 5

SAA-Lab/test_jan25-cwv-genrm_qwen1.5b-ckptNone

Viewer • Updated May 13, 2025 • 155 • 22

SAA-Lab/test_jan25-cwv-genrm_qwen3b-ckptNone

Viewer • Updated May 13, 2025 • 155 • 14

SAA-Lab/test_jan25-cwv-genrm_qwen7b-ckptNone

Viewer • Updated May 13, 2025 • 155 • 14

SAA-Lab/test_jan25-cwv-genrm_llama1b-ckptNone

Viewer • Updated May 13, 2025 • 155 • 42

SAA-Lab/test_jan25-cwv-genrm_llama3b-ckptNone

Viewer • Updated May 13, 2025 • 155 • 17

SAA-Lab/test_jan25-cwv-genrm_llama8b-ckptNone

Viewer • Updated May 13, 2025 • 155 • 17

SAA-Lab/test_jan25-cwv-genrm_cot_qwen1.5b-ckptglobal_step_324

Viewer • Updated May 13, 2025 • 155 • 13

SAA-Lab/test_jan25-cwv-genrm_cot_qwen3b-ckptglobal_step_324

Viewer • Updated May 13, 2025 • 155 • 12

SAA-Lab/test_jan25-cwv-genrm_cot_qwen7b-ckptglobal_step_324

Viewer • Updated May 13, 2025 • 155 • 12