Reranking on SciFact
76.4nDCGVS-Sliding
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| VS-SlidingFirst-stage Retriever=SPLADE, Reranking Strategy=VS-Sliding2026.04 | 76.4 | 1.8 | |
| VS-SlidingFirst-stage Retriever=BM25, Reranking Strategy=VS-Sliding2026.04 | 74.7 | 1.82 | |
| SNOWFirst-stage Retriever=BM25, Reranking Strategy=SNOW2026.04 | 73 | 2.85 | |
| SNOWFirst-stage Retriever=SPLADE, Reranking Strategy=SNOW2026.04 | 71.5 | 2.85 | |
| GPTD-PartFirst-stage Retriever=SPLADE, Reranking Strategy=GPTD-Part2026.04 | 69.5 | 1.55 | |
| SPLADEFirst-stage Retriever=SPLADE, Reranking Strategy=None2026.04 | 69 | — | |
| TDPartFirst-stage Retriever=SPLADE, Reranking Strategy=TDPart2026.04 | 68.4 | 1.55 | |
| Sliding WindowFirst-stage Retriever=SPLADE, Reranking Strategy=Sliding2026.04 | 67.7 | 1 | |
| BM25First-stage Retriever=BM25, Reranking Strategy=None2026.04 | 67.2 | — | |
| GPTD-PartFirst-stage Retriever=BM25, Reranking Strategy=GPTD-Part2026.04 | 66 | 1.55 | |
| Sliding WindowFirst-stage Retriever=BM25, Reranking Strategy=Sliding2026.04 | 65.7 | 1 | |
| TDPartFirst-stage Retriever=BM25, Reranking Strategy=TDPart2026.04 | 64.9 | 1.55 |