AI-generated video detection on Movie Gen (val)
99.95APCLIP ViT-L/14
Evaluation results
| Method | Links | |
|---|---|---|
| CLIP ViT-L/14Training Data=15Model-140K (Ours)2026.04 | 99.95 | |
| X-CLIP-L/14Training Data=15Model-140K (Ours)2026.04 | 99.94 | |
| X-CLIP-B/16Training Data=15Model-140K (Ours)2026.04 | 99.87 | |
| Qwen2.5-ViTTraining Data=15Model-140K (Ours)2026.04 | 99.46 | |
| Moon-ViTTraining Data=15Model-140K (Ours)2026.04 | 99.24 | |
| NPRTraining Data=15Model-140K (Ours)2026.04 | 97.1 | |
| TimeSformerTraining Data=15Model-140K (Ours)2026.04 | 96.91 | |
| F3NetTraining Data=15Model-140K (Ours)2026.04 | 96.2 | |
| TALLTraining Data=15Model-140K (Ours)2026.04 | 96.07 | |
| WaveRepTraining Data=Pyramid Flow, official pretrained=true2026.04 | 92.97 | |
| EffortTraining Data=SD 1.4, official pretrained=true2026.04 | 80.6 | |
| RINETraining Data=ldm, official pretrained=true2026.04 | 71.11 | |
| B-FreeTraining Data=SD 2.1, official pretrained=true2026.04 | 70.38 | |
| FatFormerTraining Data=ProGAN, official pretrained=true2026.04 | 58.84 |