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ResearchFormerly WizWand

AI-generated video detection on Our Dataset CogVideoX

84.32Top-1 AccuracyVidGuard-R1 (GRPO-Q)
49.615258.625167.63576.6449Oct 2, 2025
Updated 8mo ago

Evaluation results

MethodLinks
VidGuard-R1 (GRPO-Q)Type=MLLM2025.1084.32
VidGuard-R1 (GRPO-TA)Type=MLLM2025.1082.17
VidGuard-R1 (GRPO)Type=MLLM2025.1081.3
VidGuard-R1 (DPO)Type=MLLM2025.1079.13
TimeSformerType=TF2025.1078.53
SlowFastType=CNN2025.1077.87
VideoSwinType=TF2025.1076.81
UniFormer V2Type=TF2025.1073.95
TRNType=CNN2025.1068.73
VidGuard-R1 (CoT)Type=MLLM2025.1066.18
I3DType=CNN2025.1064.78
MViT V2Type=TF2025.1058.38
GPT-4oType=MLLM2025.1056.81
GPT-4.1 miniType=MLLM2025.1054.95
Qwen2.5-VL-72BType=MLLM2025.1054.17
Qwen2.5-VL-7BType=MLLM2025.1050.95