deepghs
/

anime_sites_indices

Feature Extraction

faiss

index

anime

danbooru

Model card Files Files and versions Community

narugo commited on 22 days ago

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bef6e0f

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1 Parent(s): 723467e

Sync README for deepghs/anime_sites_indices, on 2025-01-21 14:59:07 JST

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@@ -23,9 +23,10 @@ metrics:
 |                Name                 |  1-recall@20  |  1-recall@40  |  20-recall@20  |  40-recall@40  |   Size   |  AVG Speed (ms)  |  99% Speed (ms)  |  Reconstruction Error  |  Total   |  Width  |  Compression Ratio  |              Index Key              |  nprobe (Param)  |  efSearch (Param)  |  ht (Param)  |
 |:-----------------------------------:|:-------------:|:-------------:|:--------------:|:--------------:|:--------:|:----------------:|:----------------:|:----------------------:|:--------:|:-------:|:-------------------:|:-----------------------------------:|:----------------:|:------------------:|:------------:|
 |   SwinV2_v3_gelbooru_10067238_4GB   |    100.0%     |    100.0%     |     84.2%      |     83.9%      | 2.81 GiB |     9.01643      |     12.3202      |         19.33%         | 10067238 |  1024   |        13.66        | OPQ256_1280,IVF65536_HNSW32,PQ256x8 |       170        |        340         |     2048     |
-| SwinV2_v3_anime_pictures_605865_1GB |    100.0%     |    100.0%     |     87.6%      |     88.1%      | 180 MiB  |     9.47184      |     11.0757      |         19.23%         |  605865  |  1024   |        13.16        | OPQ256_1280,IVF4096_HNSW32,PQ256x8  |       249        |        498         |     2048     |
 |   SwinV2_v3_danbooru_8005009_4GB    |    100.0%     |    100.0%     |     78.8%      |     78.2%      | 2.06 GiB |     8.95909      |     12.5014      |         20.33%         | 8005009  |  1024   |        14.85        | OPQ256_1280,IVF16384_HNSW32,PQ256x8 |        27        |         54         |     2048     |
 |    SwinV2_v3_dgzyka_23325111_8GB    |    100.0%     |    100.0%     |     77.2%      |     76.2%      | 6.07 GiB |     8.95315      |      13.199      |         19.51%         | 23325111 |  1024   |        14.66        | OPQ256_1280,IVF65536_HNSW32,PQ256x8 |        28        |         56         |     2048     |
 |   SwinV2_v3_gelbooru_9478522_4GB    |    100.0%     |    100.0%     |     77.3%      |     76.5%      | 2.42 GiB |     8.86969      |     12.6744      |         20.44%         | 9478522  |  1024   |        14.95        | OPQ256_1280,IVF16384_HNSW32,PQ256x8 |        22        |         44         |     2048     |
 |   SwinV2_v3_konachan_309751_128MB   |    100.0%     |    100.0%     |     86.4%      |     87.2%      | 94.8 MiB |     9.26982      |     10.8415      |         20.01%         |  309751  |  1024   |        12.77        | OPQ256_1280,IVF2048_HNSW32,PQ256x8  |        90        |        180         |     2048     |

 |                Name                 |  1-recall@20  |  1-recall@40  |  20-recall@20  |  40-recall@40  |   Size   |  AVG Speed (ms)  |  99% Speed (ms)  |  Reconstruction Error  |  Total   |  Width  |  Compression Ratio  |              Index Key              |  nprobe (Param)  |  efSearch (Param)  |  ht (Param)  |
 |:-----------------------------------:|:-------------:|:-------------:|:--------------:|:--------------:|:--------:|:----------------:|:----------------:|:----------------------:|:--------:|:-------:|:-------------------:|:-----------------------------------:|:----------------:|:------------------:|:------------:|
+|   SwinV2_v3_iqdb_10_46796044_8GB    |    100.0%     |    100.0%     |     71.6%      |     70.1%      | 6.17 GiB |     10.5674      |      16.439      |         43.46%         | 46796044 |  1024   |        28.95        | OPQ128_896,IVF65536_HNSW32,PQ128x8  |        67        |        134         |     2048     |
 |   SwinV2_v3_gelbooru_10067238_4GB   |    100.0%     |    100.0%     |     84.2%      |     83.9%      | 2.81 GiB |     9.01643      |     12.3202      |         19.33%         | 10067238 |  1024   |        13.66        | OPQ256_1280,IVF65536_HNSW32,PQ256x8 |       170        |        340         |     2048     |
 |   SwinV2_v3_danbooru_8005009_4GB    |    100.0%     |    100.0%     |     78.8%      |     78.2%      | 2.06 GiB |     8.95909      |     12.5014      |         20.33%         | 8005009  |  1024   |        14.85        | OPQ256_1280,IVF16384_HNSW32,PQ256x8 |        27        |         54         |     2048     |
+| SwinV2_v3_anime_pictures_605865_1GB |    100.0%     |    100.0%     |     87.6%      |     88.1%      | 180 MiB  |     9.47184      |     11.0757      |         19.23%         |  605865  |  1024   |        13.16        | OPQ256_1280,IVF4096_HNSW32,PQ256x8  |       249        |        498         |     2048     |
 |    SwinV2_v3_dgzyka_23325111_8GB    |    100.0%     |    100.0%     |     77.2%      |     76.2%      | 6.07 GiB |     8.95315      |      13.199      |         19.51%         | 23325111 |  1024   |        14.66        | OPQ256_1280,IVF65536_HNSW32,PQ256x8 |        28        |         56         |     2048     |
 |   SwinV2_v3_gelbooru_9478522_4GB    |    100.0%     |    100.0%     |     77.3%      |     76.5%      | 2.42 GiB |     8.86969      |     12.6744      |         20.44%         | 9478522  |  1024   |        14.95        | OPQ256_1280,IVF16384_HNSW32,PQ256x8 |        22        |         44         |     2048     |
 |   SwinV2_v3_konachan_309751_128MB   |    100.0%     |    100.0%     |     86.4%      |     87.2%      | 94.8 MiB |     9.26982      |     10.8415      |         20.01%         |  309751  |  1024   |        12.77        | OPQ256_1280,IVF2048_HNSW32,PQ256x8  |        90        |        180         |     2048     |