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--- |
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license: apache-2.0 |
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datasets: |
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- OpenGVLab/InternVid |
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- TempoFunk/webvid-10M |
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pipeline_tag: video-classification |
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tags: |
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- Fake Video Detection |
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- Fake Video Source Tracing |
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--- |
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<div style="text-align: center;"> |
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<img src="./symbol.png" alt="symbol" style="height: 100px;"/> |
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</div> |
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# VGMShield: Mitigating Misuse of Video Generative Models |
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This repository pre-trained checkpoints to evaluate our detection and source tracing models. Our paper can be found at [here](https://arxiv.org/abs/2402.13126). |
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**Detection Model**: |
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[I3D](./detect/i3d/invid_i3d_i2v_i2v_best_model.pth) (0 True 1 False) |
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[MAE](./detect/mae/invid_mae_i2v_i2v_best_model.pth) (0 True 1 False) |
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[XCLIP](./detect/xclip/invid_xclip_i2v_i2v_best_model.pth) (0 True 1 False) |
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[MAE-sora](./detect/mae/detection_ft_sora.pt) (0 True 1 False) |
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**Source Tracing Model** |
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> 0 Hotshot-xl 1 i2vgen-xl(i2v) 2 i2vgen-xl(t2v) 3 LaVie 4 SEINE 5 Show-1 6 Stable Video Diffusion 7 VideoCrafter(i2v) 8 VideoCrafter(t2v) |
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[I3D](./source_tracing/i3d/invid_i3d_st_best_model.pth)-based source tracing model |
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[MAE](./source_tracing/mae/invid_mae_st_best_model.pth)-based source tracing model |
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[XCLIP](./source_tracing/xclip/invid_xclip_st_best_model.pth)-based source tracing model |
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[MAE](./source_tracing/mae/source_tracing_ft_sora.pt)-based(sora) source tracing model sora is label 9. |
