AI-generated video detection on Our Dataset CogVideoX
84.32Top-1 AccuracyVidGuard-R1 (GRPO-Q)
Evaluation Results
| Method | Links | |
|---|---|---|
| VidGuard-R1 (GRPO-Q)Type=MLLM2025.10 | 84.32 | |
| VidGuard-R1 (GRPO-TA)Type=MLLM2025.10 | 82.17 | |
| VidGuard-R1 (GRPO)Type=MLLM2025.10 | 81.3 | |
| VidGuard-R1 (DPO)Type=MLLM2025.10 | 79.13 | |
| TimeSformerType=TF2025.10 | 78.53 | |
| SlowFastType=CNN2025.10 | 77.87 | |
| VideoSwinType=TF2025.10 | 76.81 | |
| UniFormer V2Type=TF2025.10 | 73.95 | |
| TRNType=CNN2025.10 | 68.73 | |
| VidGuard-R1 (CoT)Type=MLLM2025.10 | 66.18 | |
| I3DType=CNN2025.10 | 64.78 | |
| MViT V2Type=TF2025.10 | 58.38 | |
| GPT-4oType=MLLM2025.10 | 56.81 | |
| GPT-4.1 miniType=MLLM2025.10 | 54.95 | |
| Qwen2.5-VL-72BType=MLLM2025.10 | 54.17 | |
| Qwen2.5-VL-7BType=MLLM2025.10 | 50.95 |