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ResearchFormerly WizWand

Retrieval-based Question Answering on HoVer 4-HOP

71.5Recall@100BetterTogether(PO, mmGRPO)
59.0262.2665.568.74Aug 6, 2025
Updated 5mo ago

Evaluation results

MethodLinks
BetterTogether(PO, mmGRPO)Strategy=Module-level mmGRPO, Backbone=qwen32025.0871.5
mmGRPOStrategy=Module-level mmGRPO, Backbone=qwen32025.0871
MIPROv2 (PO)Strategy=Baseline, Backbone=qwen32025.0869.3
BetterTogether(PO, mmGRPO)Strategy=Module-level mmGRPO, Backbone=llama3.12025.0868.3
MIPROv2 (PO)Strategy=Baseline, Backbone=llama3.12025.0863.4
Vanilla CoTStrategy=Baseline, Backbone=qwen32025.0860.6
mmGRPOStrategy=Module-level mmGRPO, Backbone=llama3.12025.0860.2
Vanilla CoTStrategy=Baseline, Backbone=llama3.12025.0859.5