Evaluation
Metrics, benchmarks and the methods that measure models. This is the home of metric and benchmark nodes.
- Evaluation methodology
- Classification and regression metrics
- Ranking and retrieval metrics
- Text generation metrics
- Image and video generation metrics
- Speech metrics
- Statistical testing for ML
- Benchmarks and their design
- Leaderboards and comparability
- Human evaluation and arenas
- Model-graded evaluation
- Contamination and leakage
- Calibration evaluation
- Capability and dangerous capability evaluations
- Efficiency and cost evaluation
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