Reranking on TREC DL 2019
54.5MAPSliding Window
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Sliding WindowFirst-stage Retriever=SPLADE, Reranking Strategy=Sliding2026.04 | 54.5 | 77 | 1 | |
| GPTD-PartFirst-stage Retriever=SPLADE, Reranking Strategy=GPTD-Part2026.04 | 52.5 | 75.2 | 1.46 | |
| TDPartFirst-stage Retriever=SPLADE, Reranking Strategy=TDPart2026.04 | 50.5 | 71.6 | 1.46 | |
| SNOWFirst-stage Retriever=SPLADE, Reranking Strategy=SNOW2026.04 | 48.9 | 76.7 | 2.73 | |
| SPLADEFirst-stage Retriever=SPLADE, Reranking Strategy=None2026.04 | 48.5 | 73 | — | |
| VS-SlidingFirst-stage Retriever=SPLADE, Reranking Strategy=VS-Sliding2026.04 | 46.1 | 74.7 | 1.45 | |
| VS-SlidingFirst-stage Retriever=BM25, Reranking Strategy=VS-Sliding2026.04 | 34.7 | 69.8 | 1.67 | |
| Sliding WindowFirst-stage Retriever=BM25, Reranking Strategy=Sliding2026.04 | 34.2 | 71.2 | 1 | |
| SNOWFirst-stage Retriever=BM25, Reranking Strategy=SNOW2026.04 | 33.8 | 67.3 | 2.73 | |
| GPTD-PartFirst-stage Retriever=BM25, Reranking Strategy=GPTD-Part2026.04 | 31.8 | 66.5 | 1.46 | |
| TDPartFirst-stage Retriever=BM25, Reranking Strategy=TDPart2026.04 | 27.9 | 64.1 | 1.46 | |
| BM25First-stage Retriever=BM25, Reranking Strategy=None2026.04 | 23.2 | 47.9 | — |