Authenticity Perception Prediction on Human Authenticity Perception (held-out)
6.04Mean RMSEBagging Ensemble
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Bagging EnsembleEnsemble method=Bagging2026.04 | 6.04 | — | — | 0.73 | — | 0.73 | — | |
| Stacking EnsembleEnsemble method=Stacking2026.04 | 6.14 | — | — | 0.71 | — | 0.7 | — | |
| Barlow TwinsArchitecture=Barlow Twins, Variants=10 unpruned variants2026.04 | 7.01 | 0.25 | 6.65 | 0.64 | 0.03 | 0.65 | 0.03 | |
| DenseNet161Architecture=DenseNet161, Variants=10 unpruned variants2026.04 | 7.43 | 0.25 | 6.95 | 0.63 | 0.02 | 0.62 | 0.02 | |
| VGG19Architecture=VGG19, Variants=10 unpruned variants2026.04 | 8.37 | 0.35 | 7.79 | 0.55 | 0.03 | 0.59 | 0.03 | |
| VGG16Architecture=VGG16, Variants=10 unpruned variants2026.04 | 8.57 | 0.16 | 8.29 | 0.52 | 0.02 | 0.55 | 0.02 | |
| EfficientNetB3Architecture=EfficientNetB3, Variants=10 unpruned variants2026.04 | 8.89 | 0.33 | 8.33 | 0.47 | 0.01 | 0.48 | 0.01 | |
| ResNet152Architecture=ResNet152, Variants=10 unpruned variants2026.04 | 9.14 | 0.31 | 8.71 | 0.48 | 0.03 | 0.5 | 0.03 |