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Question Answering on HotPotQA Modified

27Average CorrectnessMulti-Answer RLVR
16.619.32224.7Mar 25, 2026

Evaluation results

MethodLinks
Multi-Answer RLVRLoss type=Multi Loss, Prompting strategy=Multi Prompt, k (Set size)=32026.032710054419
Multi-Answer RLCRLoss type=Multi Loss, Prompting strategy=Multi Prompt, k (Set size)=32026.032710062219
RLVRLoss type=Single Loss, Prompting strategy=Multi Prompt, k (Set size)=32026.032310055117
RLCRLoss type=Single Loss, Prompting strategy=Multi Prompt, k (Set size)=32026.03239867017
RLCRLoss type=Single Loss, Prompting strategy=Single Prompt, k (Set size)=32026.0322621,78217
Zero-ShotPrompting strategy=Multi Prompt, Baseline group=RLVR, k (Set size)=32026.0320751,26517
Zero-ShotPrompting strategy=Multi Prompt, Baseline group=RLCR, k (Set size)=32026.0320731,29815
RLVRLoss type=Single Loss, Prompting strategy=Single Prompt, k (Set size)=32026.0317591,46619