3D Fake Detection on Fake3DGS GaussCtrl (test)
98.6Overall AccuracyFake3DD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Fake3DDTrain Setting=Instruct-GS2GS2026.04 | 98.6 | 99.1 | 98.3 | |
| DMTrain Setting=Instruct-GS2GS2026.04 | 82.4 | 80.3 | 96.9 | |
| CoDETrain Setting=Instruct-GS2GS2026.04 | 79.3 | 54.1 | 95.8 | |
| UFDTrain Setting=Instruct-GS2GS2026.04 | 78.2 | 59.5 | 95.4 | |
| CLIPBackbone=ViT-L, Train Setting=Instruct-GS2GS2026.04 | 75.4 | 44.5 | 98.2 | |
| CLIPBackbone=ViT-B, Train Setting=Instruct-GS2GS2026.04 | 74.3 | 41.5 | 98.5 | |
| DINOv2Backbone=B, Train Setting=Instruct-GS2GS2026.04 | 73.2 | 45.9 | 93.3 |