AI-generated video detection on GenBuster
100RecallD3
Evaluation results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| D3Mod.=Video, Train=No, Test Split=Gen32026.06 | 100 | 50 | 66.67 | — | — | — | — | — | — | — | — | — | — | |
| D3Mod.=Video, Train=No, Test Split=Wanx2026.06 | 100 | 62.5 | 72.73 | — | — | — | — | — | — | — | — | — | — | |
| D3Mod.=Video, Train=No, Test Split=Vidu2026.06 | 99.33 | 50.67 | 66.82 | — | — | — | — | — | — | — | — | — | — | |
| D3Mod.=Video, Train=No, Test Split=Sora2026.06 | 99 | 51.25 | 67.01 | — | — | — | — | — | — | — | — | — | — | |
| ReConFuseMod.=Video, Train=Yes, Test Split=Luma2026.06 | 97 | 98.17 | 94.63 | 99.64 | — | — | — | — | — | — | — | — | — | |
| DeMambaMod.=Video, Train=Yes, Test Split=Wanx2026.06 | 96 | 98.15 | 96 | 99.79 | — | — | — | — | — | — | — | — | — | |
| ReConFuseMod.=Video, Train=Yes, Test Split=Wanx2026.06 | 96 | 97.85 | 95.36 | 99.81 | — | — | — | — | — | — | — | — | — | |
| ReConFuseMod.=Video, Train=Yes, Test Split=Vidu2026.06 | 94 | 97.38 | 94.31 | 99.7 | — | — | — | — | — | — | — | — | — | |
| DeMambaMod.=Video, Train=Yes, Test Split=Luma2026.06 | 93 | 97.83 | 93.47 | 99.5 | — | — | — | — | — | — | — | — | — | |
| DeMambaMod.=Video, Train=Yes, Test Split=Vidu2026.06 | 92.67 | 97.38 | 94.24 | 99.65 | — | — | — | — | — | — | — | — | — | |
| D3Mod.=Video, Train=No, Test Split=Avg.2026.06 | 92.17 | 61.49 | 70.89 | — | — | — | — | — | — | — | — | — | — | |
| ReConFuseMod.=Video, Train=Yes, Test Split=Pika2026.06 | 90 | 97 | 90.91 | 99.44 | — | — | — | — | — | — | — | — | — | |
| ReConFuseMod.=Video, Train=Yes, Test Split=Avg.2026.06 | 89.75 | 96.66 | 91.23 | 99.37 | — | — | — | — | — | — | — | — | — | |
| ReConFuseMod.=Video, Train=Yes, Test Split=Kling2026.06 | 89 | 96.83 | 90.36 | 99.17 | — | — | — | — | — | — | — | — | — | |
| D3Mod.=Video, Train=No, Test Split=Jimeng2026.06 | 88 | 69 | 73.95 | — | — | — | — | — | — | — | — | — | — | |
| ReConFuseMod.=Video, Train=Yes, Test Split=Gen32026.06 | 88 | 96.67 | 89.8 | 99.61 | — | — | — | — | — | — | — | — | — | |
| DeMambaMod.=Video, Train=Yes, Test Split=Avg.2026.06 | 86.9 | 96.46 | 90.4 | 99.25 | — | — | — | — | — | — | — | — | — | |
| DeMambaMod.=Video, Train=Yes, Test Split=Gen32026.06 | 86 | 96.67 | 89.58 | 99.38 | — | — | — | — | — | — | — | — | — | |
| DeMambaMod.=Video, Train=Yes, Test Split=Pika2026.06 | 86 | 96.67 | 89.58 | 99.18 | — | — | — | — | — | — | — | — | — | |
| D3Mod.=Video, Train=No, Test Split=Luma2026.06 | 85 | 68.5 | 72.96 | — | — | — | — | — | — | — | — | — | — | |
| DeMambaMod.=Video, Train=Yes, Test Split=Kling2026.06 | 83 | 96.17 | 87.83 | 98.79 | — | — | — | — | — | — | — | — | — | |
| D3Mod.=Video, Train=No, Test Split=Kling2026.06 | 83 | 72.5 | 75.11 | — | — | — | — | — | — | — | — | — | — | |
| D3Mod.=Video, Train=No, Test Split=Pika2026.06 | 83 | 67.5 | 71.86 | — | — | — | — | — | — | — | — | — | — | |
| ReConFuseMod.=Video, Train=Yes, Test Split=Jimeng2026.06 | 82 | 95.67 | 86.32 | 98.5 | — | — | — | — | — | — | — | — | — | |
| ReConFuseMod.=Video, Train=Yes, Test Split=Sora2026.06 | 82 | 93.71 | 88.17 | 99.1 | — | — | — | — | — | — | — | — | — | |
| DeMambaMod.=Video, Train=Yes, Test Split=Sora2026.06 | 79.5 | 93.29 | 87.12 | 99.12 | — | — | — | — | — | — | — | — | — | |
| DeMambaMod.=Video, Train=Yes, Test Split=Jimeng2026.06 | 79 | 95.5 | 85.41 | 98.62 | — | — | — | — | — | — | — | — | — | |
| AEROBLADEMod.=Image, Train=No, Test Split=Sora2026.06 | 73.8 | 86.9 | 84.93 | — | — | — | — | — | — | — | — | — | — | |
| AEROBLADEMod.=Image, Train=No, Test Split=Vidu2026.06 | 70.8 | 85.4 | 82.9 | — | — | — | — | — | — | — | — | — | — | |
| DIREMod.=Image, Train=Yes, Test Split=Vidu2026.06 | 70 | 84.8 | 82.16 | 96.23 | — | — | — | — | — | — | — | — | — | |
| AEROBLADEMod.=Image, Train=No, Test Split=Luma2026.06 | 69 | 84.4 | 81.56 | — | — | — | — | — | — | — | — | — | — | |
| DIREMod.=Image, Train=Yes, Test Split=Kling2026.06 | 68.4 | 84 | 81.04 | 96.87 | — | — | — | — | — | — | — | — | — | |
| DIREMod.=Image, Train=Yes, Test Split=Sora2026.06 | 67.2 | 83.4 | 80.19 | 96.09 | — | — | — | — | — | — | — | — | — | |
| AEROBLADEMod.=Image, Train=No, Test Split=Kling2026.06 | 66.4 | 83.1 | 79.71 | — | — | — | — | — | — | — | — | — | — | |
| DIREMod.=Image, Train=Yes, Test Split=Jimeng2026.06 | 64.8 | 82.2 | 78.45 | 95.74 | — | — | — | — | — | — | — | — | — | |
| DIREMod.=Image, Train=Yes, Test Split=Avg.2026.06 | 52 | 75.8 | 66.52 | 91.64 | — | — | — | — | — | — | — | — | — | |
| AEROBLADEMod.=Image, Train=No, Test Split=Avg.2026.06 | 50.25 | 75.07 | 64.25 | — | — | — | — | — | — | — | — | — | — | |
| DIREMod.=Image, Train=Yes, Test Split=Luma2026.06 | 46.2 | 72.9 | 63.03 | 89.46 | — | — | — | — | — | — | — | — | — | |
| DIREMod.=Image, Train=Yes, Test Split=Wanx2026.06 | 44.4 | 72 | 61.33 | 90.36 | — | — | — | — | — | — | — | — | — | |
| AEROBLADEMod.=Image, Train=No, Test Split=Wanx2026.06 | 43.4 | 71.7 | 60.53 | — | — | — | — | — | — | — | — | — | — | |
| DIREMod.=Image, Train=Yes, Test Split=Pika2026.06 | 29.2 | 64.4 | 45.06 | 83.22 | — | — | — | — | — | — | — | — | — | |
| AEROBLADEMod.=Image, Train=No, Test Split=Gen32026.06 | 26.79 | 63.39 | 42.25 | — | — | — | — | — | — | — | — | — | — | |
| AEROBLADEMod.=Image, Train=No, Test Split=Pika2026.06 | 26.79 | 63.39 | 42.25 | — | — | — | — | — | — | — | — | — | — | |
| DIREMod.=Image, Train=Yes, Test Split=Gen32026.06 | 25.8 | 62.7 | 40.89 | 85.14 | — | — | — | — | — | — | — | — | — | |
| AEROBLADEMod.=Image, Train=No, Test Split=Jimeng2026.06 | 25 | 62.3 | 39.87 | — | — | — | — | — | — | — | — | — | — |