OpenHands/evaluation

Evaluation

This folder contains code and resources to run experiments and evaluations.

Logistics

To better organize the evaluation folder, we should follow the rules below:

• Each subfolder contains a specific benchmark or experiment. For example, evaluation/swe_bench should contain all the preprocessing/evaluation/analysis scripts.
• Raw data and experimental records should not be stored within this repo.
  • For model outputs, they should be stored at this huggingface space for visualization.
• Important data files of manageable size and analysis scripts (e.g., jupyter notebooks) can be directly uploaded to this repo.

Supported Benchmarks

• SWE-Bench: evaluation/swe_bench
• ML-Bench: evaluation/ml_bench
• HumanEvalFix: evaluation/humanevalfix
• GAIA: evaluation/gaia
• Entity deduction Arena (EDA): evaluation/EDA
• MINT: evaluation/mint
• AgentBench: evaluation/agent_bench
• BIRD: evaluation/bird
• LogicReasoning: evaluation/logic_reasoning

Result Visualization

Check this huggingface space for visualization of existing experimental results.

Upload your results

You can start your own fork of our huggingface evaluation outputs and submit a PR of your evaluation results to our hosted huggingface repo via PR following the guide here.