VGMShield: Mitigating Misuse of Video Generative Models
This repository pre-trained checkpoints to evaluate our detection and source tracing models. Our paper can be found at here.
Detection Model:
I3D (0 True 1 False)
MAE (0 True 1 False)
XCLIP (0 True 1 False)
MAE-sora (0 True 1 False)
Source Tracing Model
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)
I3D-based source tracing model
MAE-based source tracing model
XCLIP-based source tracing model
MAE-based(sora) source tracing model sora is label 9.
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