AI-generated video detection on AIGVDBench (ID)
68.7AUCRandom forest
Evaluation results
| Method | Links | |
|---|---|---|
| Random forestReadout=Random forest, Pipeline=Tier 0+Tier 12026.06 | 68.7 | |
| SVM-RBFReadout=SVM-RBF, Pipeline=Tier 0+Tier 12026.06 | 67.6 | |
| LightGBMReadout=LightGBM, Pipeline=Tier 0+Tier 12026.06 | 66.7 | |
| MLP (4 hidden)Readout=MLP (4 hidden), Pipeline=Tier 0+Tier 12026.06 | 66.5 | |
| XGBoostReadout=XGBoost, Pipeline=Tier 0+Tier 12026.06 | 66.1 | |
| L2-LRReadout=L2-LR, Pipeline=Tier 0+Tier 12026.06 | 65.2 | |
| MLP (2 hidden)Readout=MLP (2 hidden), Pipeline=Tier 0+Tier 12026.06 | 64.3 |