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ResearchFormerly WizWand

End-to-end Generation on NQ (test)

15.818F1 ScoreRankT5
12.8602413.6281214.39615.16388May 6, 2026
Updated 6mo ago

Evaluation results

MethodLinks
RankT5CAR=true, Generator=Qwen2.5-7B-Instruct, Initial Retriever=BM252026.0515.8180.5
QLMCAR=true, Generator=Qwen2.5-7B-Instruct, Initial Retriever=BM252026.0515.7411.8
RankT5CAR=false, Generator=Qwen2.5-7B-Instruct, Initial Retriever=BM252026.0515.735—
ColBERTCAR=true, Generator=Qwen2.5-7B-Instruct, Initial Retriever=BM252026.0515.7330.6
Cross-EncoderCAR=true, Generator=Qwen2.5-7B-Instruct, Initial Retriever=BM252026.0515.7240.3
Cross-EncoderCAR=false, Generator=Qwen2.5-7B-Instruct, Initial Retriever=BM252026.0515.681—
ColBERTCAR=false, Generator=Qwen2.5-7B-Instruct, Initial Retriever=BM252026.0515.635—
QLMCAR=false, Generator=Qwen2.5-7B-Instruct, Initial Retriever=BM252026.0515.462—
RankGPTCAR=true, Generator=Qwen2.5-7B-Instruct, Initial Retriever=BM252026.0515.29110.1
BM25CAR=true, Generator=Qwen2.5-7B-Instruct, Initial Retriever=BM252026.0515.22810.4
YesNoCAR=true, Generator=Qwen2.5-7B-Instruct, Initial Retriever=BM252026.0515.19217.1
RankGPTCAR=false, Generator=Qwen2.5-7B-Instruct, Initial Retriever=BM252026.0513.886—
BM25CAR=false, Generator=Qwen2.5-7B-Instruct, Initial Retriever=BM252026.0513.789—
YesNoCAR=false, Generator=Qwen2.5-7B-Instruct, Initial Retriever=BM252026.0512.974—