AI-Generated Video Detection on EA-Video seen (evaluation)
99.1AccuracyEA-Swin
Evaluation results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| EA-SwinGenerator=EA2026.02 | 99.1 | 98.3 | 99.9 | 99.1 | 100 | — | — | — | — | — | — | — | — | — | — | — | |
| EA-SwinGenerator=HY2026.02 | 98.9 | 98.1 | 99.7 | 98.9 | 100 | — | — | — | — | — | — | — | — | — | — | — | |
| EA-SwinGenerator=Pika12026.02 | 98.9 | 98.9 | 99 | 98.9 | 99.9 | — | — | — | — | — | — | — | — | — | — | — | |
| EA-SwinGenerator=Kling22026.02 | 98.8 | 98.7 | 99 | 98.9 | 99.9 | — | — | — | — | — | — | — | — | — | — | — | |
| EA-SwinGenerator=LTX2026.02 | 98.7 | 97.8 | 99.7 | 98.8 | 100 | — | — | — | — | — | — | — | — | — | — | — | |
| EA-SwinGenerator=Avg2026.02 | 98.66 | 98.28 | 99.11 | 98.69 | 99.91 | — | — | — | — | — | — | — | — | — | — | — | |
| EA-SwinGenerator=CVX2026.02 | 98.6 | 98.1 | 99.2 | 98.7 | 99.9 | — | — | — | — | — | — | — | — | — | — | — | |
| EA-SwinGenerator=Wan22026.02 | 98.5 | 97.8 | 99.3 | 98.6 | 99.9 | — | — | — | — | — | — | — | — | — | — | — | |
| EA-SwinGenerator=Sora2026.02 | 98.5 | 98.5 | 98.6 | 98.6 | 99.7 | — | — | — | — | — | — | — | — | — | — | — | |
| EA-SwinGenerator=Veo32026.02 | 98.4 | 98.5 | 98.2 | 98.4 | 99.8 | — | — | — | — | — | — | — | — | — | — | — | |
| EA-SwinGenerator=Sora22026.02 | 98.2 | 98 | 98.4 | 98.2 | 99.8 | — | — | — | — | — | — | — | — | — | — | — | |
| DeMambaGenerator=EA2026.02 | 95.7 | 95.4 | 95.9 | 95.7 | 96 | — | — | — | — | — | — | — | — | — | — | — | |
| DeMambaGenerator=LTX2026.02 | 95.6 | 95.3 | 96 | 95.6 | 96 | — | — | — | — | — | — | — | — | — | — | — | |
| DeMambaGenerator=Pika12026.02 | 95.6 | 95.5 | 95.8 | 95.6 | 96 | — | — | — | — | — | — | — | — | — | — | — | |
| DeMambaGenerator=Kling22026.02 | 95.6 | 95.2 | 96 | 95.6 | 96 | — | — | — | — | — | — | — | — | — | — | — | |
| DeMambaGenerator=Wan22026.02 | 95.5 | 95.2 | 95.8 | 95.5 | 96 | — | — | — | — | — | — | — | — | — | — | — | |
| DeMambaGenerator=Sora2026.02 | 95.2 | 94.8 | 95.8 | 95.3 | 96 | — | — | — | — | — | — | — | — | — | — | — | |
| DeMambaGenerator=Avg2026.02 | 95.15 | 95.2 | 95.81 | 95.53 | 95.99 | — | — | — | — | — | — | — | — | — | — | — | |
| DeMambaGenerator=HY2026.02 | 94.8 | 94.9 | 96 | 95.5 | 96 | — | — | — | — | — | — | — | — | — | — | — | |
| DeMambaGenerator=CVX2026.02 | 94.8 | 95.6 | 96 | 95.8 | 96 | — | — | — | — | — | — | — | — | — | — | — | |
| DeMambaGenerator=Veo32026.02 | 94.5 | 94.8 | 95.6 | 95.4 | 96 | — | — | — | — | — | — | — | — | — | — | — | |
| DeMambaGenerator=Sora22026.02 | 94.4 | 95.4 | 95.4 | 95.4 | 96 | — | — | — | — | — | — | — | — | — | — | — | |
| STILGenerator=EA2026.02 | 89.5 | 92.5 | 87 | 89.7 | 95.2 | — | — | — | — | — | — | — | — | — | — | — | |
| NPRGenerator=EA2026.02 | 88.8 | 84.8 | 94 | 89.3 | 93.9 | — | — | — | — | — | — | — | — | — | — | — | |
| NPRGenerator=LTX2026.02 | 88 | 84.5 | 93 | 88.5 | 92.8 | — | — | — | — | — | — | — | — | — | — | — | |
| NPRGenerator=Pika12026.02 | 87.9 | 84.3 | 93.1 | 88.7 | 93.2 | — | — | — | — | — | — | — | — | — | — | — | |
| NPRGenerator=HY2026.02 | 87.6 | 83.5 | 93.5 | 88.3 | 93.5 | — | — | — | — | — | — | — | — | — | — | — | |
| NPRGenerator=CVX2026.02 | 87.5 | 83.7 | 93 | 88.4 | 93 | — | — | — | — | — | — | — | — | — | — | — | |
| NPRGenerator=Avg2026.02 | 87.34 | 83.78 | 92.57 | 88.07 | 92.88 | — | — | — | — | — | — | — | — | — | — | — | |
| NPRGenerator=Sora22026.02 | 87.2 | 83.9 | 92.2 | 87.9 | 92.7 | — | — | — | — | — | — | — | — | — | — | — | |
| NPRGenerator=Veo32026.02 | 87.1 | 84.1 | 91.7 | 87.7 | 92.9 | — | — | — | — | — | — | — | — | — | — | — | |
| NPRGenerator=Wan22026.02 | 87.1 | 83.8 | 92.1 | 87.9 | 92.7 | — | — | — | — | — | — | — | — | — | — | — | |
| NPRGenerator=Kling22026.02 | 86.5 | 82.5 | 92.9 | 87.5 | 92.6 | — | — | — | — | — | — | — | — | — | — | — | |
| STILGenerator=HY2026.02 | 86 | 93.8 | 78.8 | 85.6 | 93.9 | — | — | — | — | — | — | — | — | — | — | — | |
| WaveRep AugmentGenerator=LTX2026.02 | 85.7 | 78.2 | 100 | 87.8 | 99.2 | — | — | — | — | — | — | — | — | — | — | — | |
| NPRGenerator=Sora2026.02 | 85.7 | 82.7 | 90.2 | 86.5 | 91.5 | — | — | — | — | — | — | — | — | — | — | — | |
| WaveRep AugmentGenerator=HY2026.02 | 84.7 | 76.9 | 99.9 | 86.9 | 99.4 | — | — | — | — | — | — | — | — | — | — | — | |
| WaveRep AugmentGenerator=CVX2026.02 | 84.7 | 77 | 99.9 | 87 | 99.1 | — | — | — | — | — | — | — | — | — | — | — | |
| WaveRep AugmentGenerator=EA2026.02 | 84.4 | 76.6 | 100 | 86.8 | 99.8 | — | — | — | — | — | — | — | — | — | — | — | |
| WaveRep AugmentGenerator=Veo32026.02 | 84.1 | 77 | 98 | 86.3 | 95 | — | — | — | — | — | — | — | — | — | — | — | |
| WaveRep AugmentGenerator=Pika12026.02 | 83.9 | 76.3 | 99.3 | 86.3 | 98.7 | — | — | — | — | — | — | — | — | — | — | — | |
| TALLGenerator=EA2026.02 | 83.6 | 82 | 87.5 | 84.7 | 91.3 | — | — | — | — | — | — | — | — | — | — | — | |
| WaveRep AugmentGenerator=Sora2026.02 | 83.4 | 76 | 98.8 | 85.9 | 96.8 | — | — | — | — | — | — | — | — | — | — | — | |
| STILGenerator=Sora22026.02 | 83.3 | 93 | 74.2 | 82.6 | 91.8 | — | — | — | — | — | — | — | — | — | — | — | |
| STILGenerator=Pika12026.02 | 82.5 | 92.5 | 73.1 | 81.7 | 92.7 | — | — | — | — | — | — | — | — | — | — | — | |
| STILGenerator=Wan22026.02 | 82.4 | 93 | 72.4 | 81.5 | 91.6 | — | — | — | — | — | — | — | — | — | — | — | |
| STILGenerator=Kling22026.02 | 82 | 92.5 | 71.7 | 80.9 | 92 | — | — | — | — | — | — | — | — | — | — | — | |
| STILGenerator=Avg2026.02 | 81.57 | 92.5 | 71.04 | 80.1 | 91.66 | — | — | — | — | — | — | — | — | — | — | — | |
| STILGenerator=CVX2026.02 | 81.5 | 92.8 | 70.7 | 80.3 | 92.4 | — | — | — | — | — | — | — | — | — | — | — | |
| STILGenerator=LTX2026.02 | 80.7 | 93.1 | 69 | 79.3 | 91.5 | — | — | — | — | — | — | — | — | — | — | — | |
| TALLGenerator=HY2026.02 | 79.9 | 81.1 | 80.1 | 80.6 | 88.1 | — | — | — | — | — | — | — | — | — | — | — | |
| WaveRep AugmentGenerator=Avg2026.02 | 78.74 | 73.94 | 88.25 | 80.01 | 90.89 | — | — | — | — | — | — | — | — | — | — | — | |
| STILGenerator=Veo32026.02 | 78.4 | 91.6 | 65.5 | 76.4 | 89.4 | — | — | — | — | — | — | — | — | — | — | — | |
| TALLGenerator=CVX2026.02 | 76.9 | 80.8 | 73.5 | 77.6 | 85.6 | — | — | — | — | — | — | — | — | — | — | — | |
| TALLGenerator=LTX2026.02 | 75.5 | 80 | 71.6 | 75.5 | 84.8 | — | — | — | — | — | — | — | — | — | — | — | |
| TALLGenerator=Wan22026.02 | 73.9 | 78.9 | 69.1 | 74.3 | 81.6 | — | — | — | — | — | — | — | — | — | — | — | |
| TALLGenerator=Avg2026.02 | 73.72 | 78.7 | 68.33 | 73.08 | 82.24 | — | — | — | — | — | — | — | — | — | — | — | |
| ResTraVGenerator=EA2026.02 | 73.6 | 66.2 | 98.8 | 79.3 | 95.7 | — | — | — | — | — | — | — | — | — | — | — | |
| TALLGenerator=Pika12026.02 | 73.3 | 78.3 | 68.3 | 72.9 | 82.5 | — | — | — | — | — | — | — | — | — | — | — | |
| TALLGenerator=Veo32026.02 | 72.9 | 79.2 | 66.1 | 72.1 | 81.7 | — | — | — | — | — | — | — | — | — | — | — | |
| ResTraVGenerator=Pika12026.02 | 72.6 | 65.8 | 96.8 | 78.3 | 89.7 | — | — | — | — | — | — | — | — | — | — | — | |
| ResTraVGenerator=LTX2026.02 | 72.5 | 65.8 | 96.3 | 78.1 | 89.7 | — | — | — | — | — | — | — | — | — | — | — | |
| ResTraVGenerator=CVX2026.02 | 72.3 | 65.7 | 95.6 | 77.9 | 88.1 | — | — | — | — | — | — | — | — | — | — | — | |
| WaveRep AugmentGenerator=Wan22026.02 | 72.2 | 71.6 | 75.5 | 73.5 | 80.4 | — | — | — | — | — | — | — | — | — | — | — | |
| TALLGenerator=Kling22026.02 | 71.3 | 77.4 | 64.1 | 71.1 | 79.2 | — | — | — | — | — | — | — | — | — | — | — | |
| ResTraVGenerator=Wan22026.02 | 69.8 | 64.6 | 90.3 | 75.3 | 81.6 | — | — | — | — | — | — | — | — | — | — | — | |
| STILGenerator=Sora2026.02 | 69.6 | 90.2 | 48.1 | 63 | 86.3 | — | — | — | — | — | — | — | — | — | — | — | |
| ResTraVGenerator=Avg2026.02 | 68.74 | 64.27 | 91.03 | 75.28 | 83.75 | — | — | — | — | — | — | — | — | — | — | — | |
| ResTraVGenerator=Veo32026.02 | 68.3 | 63.4 | 89 | 74 | 78.5 | — | — | — | — | — | — | — | — | — | — | — | |
| TALLGenerator=Sora2026.02 | 67.6 | 76.4 | 56 | 64.7 | 75.9 | — | — | — | — | — | — | — | — | — | — | — | |
| ResTraVGenerator=Kling22026.02 | 65.5 | 62.4 | 81 | 70.5 | 71.8 | — | — | — | — | — | — | — | — | — | — | — | |
| ResTraVGenerator=Sora2026.02 | 64.6 | 61.2 | 83.7 | 70.7 | 73.1 | — | — | — | — | — | — | — | — | — | — | — | |
| ResTraVGenerator=Sora22026.02 | 64.1 | 61.3 | 80.2 | 69.4 | 72 | — | — | — | — | — | — | — | — | — | — | — | |
| ResTraVGenerator=HY2026.02 | 64.1 | 66.3 | 98.6 | 79.3 | 97.3 | — | — | — | — | — | — | — | — | — | — | — | |
| WaveRep AugmentGenerator=Sora22026.02 | 63.6 | 66.3 | 57.9 | 61.8 | 70.2 | — | — | — | — | — | — | — | — | — | — | — | |
| TALLGenerator=Sora22026.02 | 62.4 | 72.7 | 47.2 | 57.4 | 71.6 | — | — | — | — | — | — | — | — | — | — | — | |
| WaveRep AugmentGenerator=Kling22026.02 | 60.6 | 63.4 | 53.3 | 57.9 | 70.2 | — | — | — | — | — | — | — | — | — | — | — | |
| D3Generator=HY2026.02 | 51.2 | 51.1 | 100 | 67.7 | 19 | — | — | — | — | — | — | — | — | — | — | — | |
| D3Generator=EA2026.02 | 51.2 | 51.2 | 100 | 67.7 | 16.8 | — | — | — | — | — | — | — | — | — | — | — | |
| D3Generator=Veo32026.02 | 51.1 | 51.1 | 100 | 67.6 | 37.4 | — | — | — | — | — | — | — | — | — | — | — | |
| D3Generator=CVX2026.02 | 51.1 | 51.1 | 100 | 67.6 | 30.4 | — | — | — | — | — | — | — | — | — | — | — | |
| D3Generator=LTX2026.02 | 51.1 | 51.1 | 100 | 67.6 | 36.6 | — | — | — | — | — | — | — | — | — | — | — | |
| D3Generator=Pika12026.02 | 51.1 | 51.1 | 100 | 67.6 | 26.4 | — | — | — | — | — | — | — | — | — | — | — | |
| D3Generator=Wan22026.02 | 51.1 | 51.1 | 99.9 | 67.6 | 57.3 | — | — | — | — | — | — | — | — | — | — | — | |
| D3Generator=Sora2026.02 | 51.1 | 51.1 | 100 | 67.6 | 31.9 | — | — | — | — | — | — | — | — | — | — | — | |
| D3Generator=Avg2026.02 | 51.05 | 51.05 | 99.91 | 67.57 | 37.78 | — | — | — | — | — | — | — | — | — | — | — | |
| D3Generator=Sora22026.02 | 51 | 51 | 100 | 67.5 | 67.1 | — | — | — | — | — | — | — | — | — | — | — | |
| D3Generator=Kling22026.02 | 50.6 | 50.7 | 99.3 | 67.1 | 54.8 | — | — | — | — | — | — | — | — | — | — | — |