Dynamic Corpus Retrieval on NQ320K D_new
64.9Hits@1ICICLE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ICICLEIndexing Strategy=Indexed on D_train ∪ D_new, Unseen Corpus Update Cost=–2026.05 | 64.9 | 77.2 | |
| DOMEIndexing Strategy=Indexed on D_train ∪ D_new, Unseen Corpus Update Cost=O(M)2026.05 | 60.9 | 72.5 | |
| DSI++Indexing Strategy=Indexed on D_train ∪ D_new, Unseen Corpus Update Cost=O(M)2026.05 | 60.4 | 72.3 | |
| DPR*Indexing Strategy=Indexed on D_train ∪ D_new, Unseen Corpus Update Cost=–2026.05 | 47.9 | 72.3 | |
| New-Doc FTIndexing Strategy=Indexed on D_train ∪ D_new, Unseen Corpus Update Cost=O(M)2026.05 | 43.2 | 55.6 | |
| From ScratchIndexing Strategy=Indexed on D_train ∪ D_new, Unseen Corpus Update Cost=O(N + M)2026.05 | 39.5 | 55.9 | |
| BM25*Indexing Strategy=Indexed on D_train ∪ D_new, Unseen Corpus Update Cost=–2026.05 | 29.7 | 47.1 | |
| DSIIndexing Strategy=Indexed on D_train, Unseen Corpus Update Cost=–2026.05 | 15.6 | 31.7 |