Streaming Graph Approximate Nearest Neighbor Search on BDD100K N=2.00M
4,197Index RSS (MB)Slipstream-Faiss
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Slipstream-FaissBackend=Faiss2026.06 | 4,197 | — | |
| Faiss-VanillaBackend=Faiss2026.06 | 4,205 | — | |
| DARTH (Faiss)Backend=Faiss2026.06 | 4,264 | — | |
| HNSWLib-VanillaBackend=HNSWLib2026.06 | 4,373 | — | |
| Ada-ef (HNSWLib)Backend=HNSWLib2026.06 | 4,379 | — | |
| Slipstream-HNSWLibBackend=HNSWLib2026.06 | 4,779 | — | |
| Ada-efBackend=HNSWLib2026.06 | — | 1.121 | |
| DARTHBackend=Faiss2026.06 | — | 1.092 | |
| Faiss-VanillaBackend=Faiss2026.06 | — | 1.076 | |
| HNSWLib-VanillaBackend=HNSWLib2026.06 | — | 1.119 | |
| SlipstreamBackend=HNSWLib2026.06 | — | 1.223 | |
| SlipstreamBackend=Faiss2026.06 | — | 1.075 |