Dynamic Corpus Retrieval on MS MARCO D (train)
63.4Hits@1DSI
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DSIIndexing Strategy=Indexed on D_train, Unseen Corpus Update Cost=–2026.05 | 63.4 | 85 | |
| BM25*Indexing Strategy=Indexed on D_train ∪ D_new, Unseen Corpus Update Cost=–2026.05 | 61.4 | 93.7 | |
| From ScratchIndexing Strategy=Indexed on D_train ∪ D_new, Unseen Corpus Update Cost=O(N + M)2026.05 | 59 | 81.3 | |
| ICICLEIndexing Strategy=Indexed on D_train ∪ D_new, Unseen Corpus Update Cost=–2026.05 | 51.9 | 77.2 | |
| DSI++Indexing Strategy=Indexed on D_train ∪ D_new, Unseen Corpus Update Cost=O(M)2026.05 | 48.5 | 69.6 | |
| DOMEIndexing Strategy=Indexed on D_train ∪ D_new, Unseen Corpus Update Cost=O(M)2026.05 | 45 | 60.6 | |
| DPR*Indexing Strategy=Indexed on D_train ∪ D_new, Unseen Corpus Update Cost=–2026.05 | 44.4 | 75.2 | |
| New-Doc FTIndexing Strategy=Indexed on D_train ∪ D_new, Unseen Corpus Update Cost=O(M)2026.05 | 43.7 | 69 |