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anime_classification

Image Classification
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@@ -25,14 +25,16 @@ The model used to predict the types of anime images, which includes the followin
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  | mobilenetv3_sce_dist | 0.63G | 92.35% | [Confusion Matrix](https://huggingface.co/deepghs/anime_classification/blob/main/mobilenetv3_sce_dist/plot_confusion.png) | Distrillated from caformer_s36_plus, using mobilenetv3_large_100 with SCELoss |
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  | mobilevitv2_150 | 9.09G | 88.21% | [Confusion Matrix](https://huggingface.co/deepghs/anime_classification/blob/main/mobilevitv2_150/plot_confusion.png) | Model: mobilevitv2_150 from timm |
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- | Name | FLOPS | Params | Accuracy | AUC | Confusion | Labels |
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- |:--------------------:|:-------:|:--------:|:----------:|:------:|:------------------------------------------------------------------------------------------------------------------:|:--------------------------------------------------------:|
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- | caformer_s36 | 22.10G | 37.22M | 88.19% | N/A | [confusion](https://huggingface.co/deepghs/anime_classification/blob/main/caformer_s36/plot_confusion.png) | `3d`, `bangumi`, `comic`, `illustration` |
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- | caformer_s36_plus | 22.10G | 37.22M | 93.47% | 0.9891 | [confusion](https://huggingface.co/deepghs/anime_classification/blob/main/caformer_s36_plus/plot_confusion.png) | `3d`, `bangumi`, `comic`, `illustration` |
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- | caformer_s36_v1 | 22.10G | 37.22M | 94.72% | 0.9934 | [confusion](https://huggingface.co/deepghs/anime_classification/blob/main/caformer_s36_v1/plot_confusion.png) | `3d`, `bangumi`, `comic`, `illustration`, `not_painting` |
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- | mobilenetv3 | 0.63G | 4.18M | 88.96% | N/A | [confusion](https://huggingface.co/deepghs/anime_classification/blob/main/mobilenetv3/plot_confusion.png) | `3d`, `bangumi`, `comic`, `illustration` |
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- | mobilenetv3_dist | 0.63G | 4.18M | 91.98% | 0.9879 | [confusion](https://huggingface.co/deepghs/anime_classification/blob/main/mobilenetv3_dist/plot_confusion.png) | `3d`, `bangumi`, `comic`, `illustration` |
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- | mobilenetv3_sce | 0.63G | 4.18M | 89.92% | 0.9786 | [confusion](https://huggingface.co/deepghs/anime_classification/blob/main/mobilenetv3_sce/plot_confusion.png) | `3d`, `bangumi`, `comic`, `illustration` |
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- | mobilenetv3_sce_dist | 0.63G | 4.18M | 92.35% | 0.9854 | [confusion](https://huggingface.co/deepghs/anime_classification/blob/main/mobilenetv3_sce_dist/plot_confusion.png) | `3d`, `bangumi`, `comic`, `illustration` |
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- | mobilenetv3_v1_dist | 0.63G | 4.18M | 94.04% | 0.9928 | [confusion](https://huggingface.co/deepghs/anime_classification/blob/main/mobilenetv3_v1_dist/plot_confusion.png) | `3d`, `bangumi`, `comic`, `illustration`, `not_painting` |
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- | mobilevitv2_150 | 9.09G | 9.79M | 88.21% | N/A | [confusion](https://huggingface.co/deepghs/anime_classification/blob/main/mobilevitv2_150/plot_confusion.png) | `3d`, `bangumi`, `comic`, `illustration` |
 
 
 
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  | mobilenetv3_sce_dist | 0.63G | 92.35% | [Confusion Matrix](https://huggingface.co/deepghs/anime_classification/blob/main/mobilenetv3_sce_dist/plot_confusion.png) | Distrillated from caformer_s36_plus, using mobilenetv3_large_100 with SCELoss |
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  | mobilevitv2_150 | 9.09G | 88.21% | [Confusion Matrix](https://huggingface.co/deepghs/anime_classification/blob/main/mobilevitv2_150/plot_confusion.png) | Model: mobilevitv2_150 from timm |
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+ | Name | FLOPS | Params | Accuracy | AUC | Confusion | Labels |
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+ |:-----------------------:|:-------:|:--------:|:----------:|:------:|:---------------------------------------------------------------------------------------------------------------------:|:--------------------------------------------------------:|
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+ | caformer_s36 | 22.10G | 37.22M | 88.19% | N/A | [confusion](https://huggingface.co/deepghs/anime_classification/blob/main/caformer_s36/plot_confusion.png) | `3d`, `bangumi`, `comic`, `illustration` |
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+ | caformer_s36_plus | 22.10G | 37.22M | 93.47% | 0.9891 | [confusion](https://huggingface.co/deepghs/anime_classification/blob/main/caformer_s36_plus/plot_confusion.png) | `3d`, `bangumi`, `comic`, `illustration` |
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+ | caformer_s36_v1.1_focal | 22.10G | 37.22M | 95.99% | 0.9967 | [confusion](https://huggingface.co/deepghs/anime_classification/blob/main/caformer_s36_v1.1_focal/plot_confusion.png) | `3d`, `bangumi`, `comic`, `illustration`, `not_painting` |
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+ | caformer_s36_v1.2_focal | 22.10G | 37.22M | 97.23% | 0.9982 | [confusion](https://huggingface.co/deepghs/anime_classification/blob/main/caformer_s36_v1.2_focal/plot_confusion.png) | `3d`, `bangumi`, `comic`, `illustration`, `not_painting` |
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+ | caformer_s36_v1 | 22.10G | 37.22M | 94.72% | 0.9934 | [confusion](https://huggingface.co/deepghs/anime_classification/blob/main/caformer_s36_v1/plot_confusion.png) | `3d`, `bangumi`, `comic`, `illustration`, `not_painting` |
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+ | mobilenetv3 | 0.63G | 4.18M | 88.96% | N/A | [confusion](https://huggingface.co/deepghs/anime_classification/blob/main/mobilenetv3/plot_confusion.png) | `3d`, `bangumi`, `comic`, `illustration` |
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+ | mobilenetv3_dist | 0.63G | 4.18M | 91.98% | 0.9879 | [confusion](https://huggingface.co/deepghs/anime_classification/blob/main/mobilenetv3_dist/plot_confusion.png) | `3d`, `bangumi`, `comic`, `illustration` |
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+ | mobilenetv3_sce | 0.63G | 4.18M | 89.92% | 0.9786 | [confusion](https://huggingface.co/deepghs/anime_classification/blob/main/mobilenetv3_sce/plot_confusion.png) | `3d`, `bangumi`, `comic`, `illustration` |
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+ | mobilenetv3_sce_dist | 0.63G | 4.18M | 92.35% | 0.9854 | [confusion](https://huggingface.co/deepghs/anime_classification/blob/main/mobilenetv3_sce_dist/plot_confusion.png) | `3d`, `bangumi`, `comic`, `illustration` |
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+ | mobilenetv3_v1_dist | 0.63G | 4.18M | 94.04% | 0.9928 | [confusion](https://huggingface.co/deepghs/anime_classification/blob/main/mobilenetv3_v1_dist/plot_confusion.png) | `3d`, `bangumi`, `comic`, `illustration`, `not_painting` |
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+ | mobilevitv2_150 | 9.09G | 9.79M | 88.21% | N/A | [confusion](https://huggingface.co/deepghs/anime_classification/blob/main/mobilevitv2_150/plot_confusion.png) | `3d`, `bangumi`, `comic`, `illustration` |