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ResearchFormerly WizWand

Document Reranking on NQ (test)

8.339NDCG@5RankT5
3.010044.393525.7777.16048May 6, 2026
Updated 6mo ago

Evaluation results

MethodLinks
RankT5CAR=true, Generator=Qwen2.5-7B-Instruct, Initial Retriever=BM252026.058.3390.3
RankT5CAR=false, Generator=Qwen2.5-7B-Instruct, Initial Retriever=BM252026.058.312—
Cross-EncoderCAR=true, Generator=Qwen2.5-7B-Instruct, Initial Retriever=BM252026.058.1580.5
Cross-EncoderCAR=false, Generator=Qwen2.5-7B-Instruct, Initial Retriever=BM252026.058.117—
ColBERTCAR=true, Generator=Qwen2.5-7B-Instruct, Initial Retriever=BM252026.057.9941
ColBERTCAR=false, Generator=Qwen2.5-7B-Instruct, Initial Retriever=BM252026.057.913—
QLMCAR=true, Generator=Qwen2.5-7B-Instruct, Initial Retriever=BM252026.056.2923.1
QLMCAR=false, Generator=Qwen2.5-7B-Instruct, Initial Retriever=BM252026.056.104—
RankGPTCAR=true, Generator=Qwen2.5-7B-Instruct, Initial Retriever=BM252026.055.48612.2
BM25CAR=true, Generator=Qwen2.5-7B-Instruct, Initial Retriever=BM252026.055.47812.3
RankGPTCAR=false, Generator=Qwen2.5-7B-Instruct, Initial Retriever=BM252026.054.888—
BM25CAR=false, Generator=Qwen2.5-7B-Instruct, Initial Retriever=BM252026.054.877—
YesNoCAR=true, Generator=Qwen2.5-7B-Instruct, Initial Retriever=BM252026.054.60243.1
YesNoCAR=false, Generator=Qwen2.5-7B-Instruct, Initial Retriever=BM252026.053.215—