Streaming Graph Approximate Nearest Neighbor Search on Ego4D N=3.88M
8,124Index RSS (MB)Slipstream-Faiss
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Slipstream-FaissBackend=Faiss2026.06 | 8,124 | — | |
| Faiss-VanillaBackend=Faiss2026.06 | 8,126 | — | |
| DARTH (Faiss)Backend=Faiss2026.06 | 8,252 | — | |
| HNSWLib-VanillaBackend=HNSWLib2026.06 | 8,466 | — | |
| Ada-ef (HNSWLib)Backend=HNSWLib2026.06 | 8,473 | — | |
| Slipstream-HNSWLibBackend=HNSWLib2026.06 | 8,722 | — | |
| Ada-efBackend=HNSWLib2026.06 | — | 1.118 | |
| DARTHBackend=Faiss2026.06 | — | 1.089 | |
| Faiss-VanillaBackend=Faiss2026.06 | — | 1.072 | |
| HNSWLib-VanillaBackend=HNSWLib2026.06 | — | 1.117 | |
| SlipstreamBackend=HNSWLib2026.06 | — | 1.151 | |
| SlipstreamBackend=Faiss2026.06 | — | 1.072 |