[Feature] Add Bradley-Terry Subjective Evaluation method to Arena Hard dataset #1802
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…d bradleyterry subjective evaluation method for wildbench, alpacaeval, and compassarena datasets; added all_scores output files for reference in CompassArenaBradleyTerrySummarizer;
bittersweet1999
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Jan 3, 2025
stephen-nju
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May 14, 2025
…d dataset (open-compass#1802) * added base_models_abbrs to references (passed from LMEvaluator); added bradleyterry subjective evaluation method for wildbench, alpacaeval, and compassarena datasets; added all_scores output files for reference in CompassArenaBradleyTerrySummarizer; * added bradleyterry subjective evaluation method to arena_hard dataset
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Motivation
Added Bradley-Terry subjective evaluation method to arena_hard dataset.
Modification
BC-breaking (Optional)
No breaking changes.
Use cases (Optional)
Perform subjective evaluation using the Bradley-Terry method with the following command:
More details about the Bradley-Terry evaluation method in: opencompass/configs/datasets/subjective/compass_arena_subjective_bench/README_pairwise_bt.md