AI-generated video detection on EA-Video (test)
98.3AccuracyEA-Swin
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| EA-SwinInference mode=Zero-shot2026.02 | 98.3 | 98.6 | 98.1 | 98.3 | 99.9 | |
| EA-SwinInference mode=Zero-shot2026.02 | 98 | 98.4 | 97.7 | 98 | 99.7 | |
| EA-SwinInference mode=Zero-shot2026.02 | 96.1 | 98 | 94.3 | 96.1 | 99 | |
| DeMambaInference mode=Zero-shot2026.02 | 95.2 | 95.7 | 94.8 | 95.3 | 95.9 | |
| DeMambaInference mode=Zero-shot2026.02 | 95.2 | 95.1 | 95.3 | 95.2 | 96 | |
| NPRInference mode=Zero-shot2026.02 | 87.7 | 84.3 | 92.7 | 88.3 | 92.8 | |
| NPRInference mode=Zero-shot2026.02 | 85.8 | 83 | 90.4 | 86.6 | 92.2 | |
| NPRInference mode=Zero-shot2026.02 | 85.4 | 83 | 89.5 | 86.1 | 91.4 | |
| DeMambaInference mode=Zero-shot2026.02 | 80 | 82 | 78 | 80 | 90 | |
| STILInference mode=Zero-shot2026.02 | 74.8 | 92.1 | 57.8 | 71.2 | 89.7 | |
| WaveRep AugmentInference mode=Zero-shot2026.02 | 74.1 | 72.7 | 78.8 | 75.6 | 80.7 | |
| STILInference mode=Zero-shot2026.02 | 72.9 | 93.2 | 53.6 | 68.2 | 88.8 | |
| WaveRep AugmentInference mode=Zero-shot2026.02 | 72.2 | 71.8 | 74.8 | 73.3 | 79.8 | |
| TALLInference mode=Zero-shot2026.02 | 71.5 | 79.3 | 62.7 | 70.1 | 80.4 | |
| TALLInference mode=Zero-shot2026.02 | 67.3 | 75.5 | 56.8 | 67.9 | 76.3 | |
| STILInference mode=Zero-shot2026.02 | 66.7 | 89.7 | 43 | 58.5 | 84.2 | |
| ResTraVInference mode=Zero-shot2026.02 | 65.4 | 62.8 | 79.1 | 70 | 70.3 | |
| TALLInference mode=Zero-shot2026.02 | 63.5 | 74.4 | 48.3 | 58.7 | 72.9 | |
| ResTraVInference mode=Zero-shot2026.02 | 62.8 | 60.6 | 77.4 | 68 | 69.3 | |
| ResTraVInference mode=Zero-shot2026.02 | 61.9 | 60.4 | 74.1 | 66.5 | 66.2 | |
| WaveRep AugmentInference mode=Zero-shot2026.02 | 60.1 | 63.7 | 50.9 | 56.6 | 67.5 | |
| D3Inference mode=Zero-shot2026.02 | 51.2 | 51.2 | 100 | 67.7 | 44.9 | |
| D3Inference mode=Zero-shot2026.02 | 51.1 | 51.1 | 100 | 67.6 | 50.7 | |
| D3Inference mode=Zero-shot2026.02 | 51 | 51.1 | 99.7 | 67.5 | 57.2 |