Generated Video Detection on GenVideo Hot-Shot
100RecallNSG-VD
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| NSG-VDTraining Data=Kinetics-400 and SEINE2025.10 | 100 | 84.58 | 86.64 | 95.88 | |
| NSG-VDTraining=10K Kinetics-400 + 10K Pika2026.05 | 92.5 | 91.67 | 91.74 | 94.45 | |
| NSG-VDTraining Data=Kinetics-400 and Pika, Evaluation Protocol=Standard2025.10 | 92.5 | 91.67 | 91.74 | 94.45 | |
| CAM-VFDTraining=10K Kinetics-400 + 10K Pika2026.05 | 91.8 | 95.9 | 93.8 | 98.1 | |
| DeMambaTraining Data=Kinetics-400 and SEINE2025.10 | 77.4 | 87.8 | 86.38 | 97.84 | |
| NPRTraining Data=Kinetics-400 and SEINE2025.10 | 63.8 | 80.1 | 76.22 | 91.44 | |
| TALLTraining Data=Kinetics-400 and SEINE2025.10 | 60.2 | 79.6 | 74.69 | 96.37 | |
| STILTraining Data=Kinetics-400 and SEINE2025.10 | 46.8 | 73.3 | 63.67 | 96.49 | |
| DeMambaTraining=10K Kinetics-400 + 10K Pika2026.05 | 40.6 | 68.5 | 56.31 | 87.84 | |
| DeMambaTraining Data=Kinetics-400 and Pika, Evaluation Protocol=Standard2025.10 | 40.6 | 68.5 | 56.31 | 87.84 | |
| TALLTraining=10K Kinetics-400 + 10K Pika2026.05 | 32 | 65.5 | 48.12 | 92.55 | |
| TALLTraining Data=Kinetics-400 and Pika, Evaluation Protocol=Standard2025.10 | 32 | 65.5 | 48.12 | 92.55 | |
| NPRTraining=10K Kinetics-400 + 10K Pika2026.05 | 16 | 57.2 | 27.21 | 82.97 | |
| NPRTraining Data=Kinetics-400 and Pika, Evaluation Protocol=Standard2025.10 | 16 | 57.2 | 27.21 | 82.97 | |
| STILTraining=10K Kinetics-400 + 10K Pika2026.05 | 1.4 | 50.7 | 2.76 | 86.66 | |
| STILTraining Data=Kinetics-400 and Pika, Evaluation Protocol=Standard2025.10 | 1.4 | 50.7 | 2.76 | 86.66 |