AI-generated video detection on GenVideo Moon (one-to-many)
100RecallNSG-VD
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| NSG-VDTraining Data=Kinetics-400 and SEINE2025.10 | 100 | 89.58 | 90.57 | 98.38 | |
| ReConFuseModality=Video, Training Required=Yes2026.06 | 99.79 | 92.83 | 93.14 | 99.54 | |
| DIREModality=Image, Training Required=Yes2026.06 | 98 | 98.2 | 98.2 | 99.66 | |
| DeMambaModality=Video, Training Required=Yes2026.06 | 94.96 | 97.13 | 97 | 99.87 | |
| D3Modality=Video, Training Required=No2026.06 | 94 | 66 | 73.6 | — | |
| DeMambaTraining Data=Kinetics-400 and SEINE2025.10 | 88.2 | 93.2 | 92.84 | 98.76 | |
| AEROBLADEModality=Image, Training Required=No2026.06 | 79.4 | 89.2 | 88.03 | — | |
| TALLTraining Data=Kinetics-400 and SEINE2025.10 | 79.4 | 89.2 | 88.03 | 98.63 | |
| STILTraining Data=Kinetics-400 and SEINE2025.10 | 78.4 | 89.1 | 87.79 | 99.4 | |
| NPRTraining Data=Kinetics-400 and SEINE2025.10 | 69.8 | 83.1 | 80.51 | 93.79 |