Sync README for deepghs/embedding_aligner, on 2024-11-13 05:59:29 UTC
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README.md
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| Name | Tagger | Embedding Width | Tags Count | FLOPS | Params | EMB Cosine | EMB Norm | Pred Loss | Pred MSE |
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|:---------------------:|:-----------:|:-----------------:|:------------:|:---------:|:--------:|:------------:|:----------:|:-----------:|:----------:|
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| ViT_Large_mnum2_all | ViT_Large | 1024 | 10861 | 0.000708G | 0.71M | 1 | 1.403 | 0.003966 | 1.617e-07 |
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| ViT_Large_mnum1_all | ViT_Large | 1024 | 10861 | 0.001260G | 1.26M | 1 | 1.643 | 0.003966 | 2.24e-07 |
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| SwinV2_mnum2_all | SwinV2 | 1024 | 9083 | 0.000708G | 0.71M | 1 | 0.1257 | 0.004726 | 3.797e-08 |
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| SwinV2_mnum1_all | SwinV2 | 1024 | 9083 | 0.001260G | 1.26M | 1 | 0.1497 | 0.004727 | 5.487e-08 |
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| EVA02_Large_mnum2_all | EVA02_Large | 1024 | 10861 | 0.000708G | 0.71M | 1 | 1.268 | 0.005948 | 5.466e-08 |
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| EVA02_Large_mnum1_all | EVA02_Large | 1024 | 10861 | 0.001260G | 1.26M | 1 | 1.713 | 0.005948 | 9.518e-08 |
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| ConvNextV2_mnum2_all | ConvNextV2 | 1024 | 9083 | 0.000708G | 0.71M | 1 | 0.09014 | 0.004596 | 1.43e-08 |
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| ConvNextV2_mnum1_all | ConvNextV2 | 1024 | 9083 | 0.001260G | 1.26M | 1 | 0.1216 | 0.004596 | 2.76e-08 |
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| SwinV2_v3_mnum2_all | SwinV2_v3 | 1024 | 10861 | 0.000708G | 0.71M | 1 | 0.2129 | 0.004128 | 4.035e-08 |
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| SwinV2_v3_mnum1_all | SwinV2_v3 | 1024 | 10861 | 0.001260G | 1.26M | 1 | 0.2784 | 0.004129 | 6.893e-08 |
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| MOAT_mnum2_all | MOAT | 1024 | 9083 | 0.000708G | 0.71M | 1 | 0.4662 | 0.004998 | 1.855e-08 |
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| MOAT_mnum1_all | MOAT | 1024 | 9083 | 0.001260G | 1.26M | 1 | 0.7849 | 0.004998 | 5.549e-08 |
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