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---
license: mit
datasets:
- deepghs/anime_ai_check
metrics:
- accuracy
pipeline_tag: image-classification
tags:
- art
---
The model used to predict whether an image is generated by AI techniques, mainly diffusion models. Please note that this model is trained on crawled data, and **its predictions should be used for reference purposes only**. It should not be used to determine the source or origin of an image.
| Model | FLOPs | Accuracy | Confusion Matrix | Description |
|:---------------------:|:------:|:--------:|:--------------------------------------------------------------------------------------------------------------------:|---------------------------------------------------------------------|
| caformer_s36_plus_sce | 22.10G | 97.54% | [Confusion Matrix](https://huggingface.co/deepghs/anime_ai_check/blob/main/caformer_s36_plus_sce/plot_confusion.png) | Model: caformer_s36.sail_in22k_ft_in1k_384 pratrained from timm |
| mobilenetv3_sce | 0.63G | 93.20% | [Confusion Matrix](https://huggingface.co/deepghs/anime_ai_check/blob/main/mobilenetv3_sce/plot_confusion.png) | Model: mobilenetv3_large_100 from timm |
| mobilenetv3_sce_dist | 0.63G | 95.65% | [Confusion Matrix](https://huggingface.co/deepghs/anime_ai_check/blob/main/mobilenetv3_sce_dist/plot_confusion.png) | Distillated from caformer_s36_plus_sce, using mobilenetv3_large_100 |
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