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ResearchFormerly WizWand

Reranking on SciFact

76.4nDCGVS-Sliding
64.4467.54570.6573.755Apr 10, 2026
Updated 6mo ago

Evaluation results

MethodLinks
VS-SlidingFirst-stage Retriever=SPLADE, Reranking Strategy=VS-Sliding2026.0476.41.8
VS-SlidingFirst-stage Retriever=BM25, Reranking Strategy=VS-Sliding2026.0474.71.82
SNOWFirst-stage Retriever=BM25, Reranking Strategy=SNOW2026.04732.85
SNOWFirst-stage Retriever=SPLADE, Reranking Strategy=SNOW2026.0471.52.85
GPTD-PartFirst-stage Retriever=SPLADE, Reranking Strategy=GPTD-Part2026.0469.51.55
SPLADEFirst-stage Retriever=SPLADE, Reranking Strategy=None2026.0469—
TDPartFirst-stage Retriever=SPLADE, Reranking Strategy=TDPart2026.0468.41.55
Sliding WindowFirst-stage Retriever=SPLADE, Reranking Strategy=Sliding2026.0467.71
BM25First-stage Retriever=BM25, Reranking Strategy=None2026.0467.2—
GPTD-PartFirst-stage Retriever=BM25, Reranking Strategy=GPTD-Part2026.04661.55
Sliding WindowFirst-stage Retriever=BM25, Reranking Strategy=Sliding2026.0465.71
TDPartFirst-stage Retriever=BM25, Reranking Strategy=TDPart2026.0464.91.55