dataset | algorithm | qps |
---|---|---|
yfcc-10M | parlayivf | 37670.703774 |
(filter track) | puck | 19153.425169 |
hwtl_sdu_anns_filter | 15188.577106 | |
wm_filter | 14076.445534 | |
dhq | 13517.047874 | |
fdufilterdiskann | 5752.463409 | |
pyanns | 5335.916507 | |
faissplus | 3625.027286 | |
faiss | 3252.682553 | |
cufe | 2291.031703 | |
text2image-10M | mysteryann | 22555.248017 |
(OOD track) | pyanns [1] | 22295.584534 |
mysteryann-dif | 22491.577263 | |
sustech-ood | 13772.370641 | |
puck | 8699.573200 | |
vamana | 6753.344080 | |
ngt | 6373.934425 | |
epsearch | 5876.982706 | |
diskann | 4132.829728 | |
cufe | 3561.416286 | |
sparse-full | pyanns [1] | 6499.652881 |
(sparse track) | shnsw | 5078.449772 |
NLE-Full | 1314.194166 | |
nle | 1312.961060 | |
sustech-whu [2] | 788.168885 | |
cufe | 97.860465 | |
linscan | 95.098871 |
[1] The entry was from an author affiliated with Zilliz, a company involved in the organizing team. The conflict was not disclosed by the author, and was discovered post evaluation. [2] Build time exceeded 12 hours
Table lists highest QPS measured with at least 90% recall@10. Private queries were used for yfcc-10M and sparse-full and public queries for text2image-10M.