3D Fake Detection on Fake3DGS Instruct-GS2GS (test)
98.2Overall AccuracyFake3DD
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Fake3DDTrain Setting=GaussCtrl2026.04 | 98.2 | 97.8 | 98.6 | |
| DMTrain Setting=GaussCtrl2026.04 | 83.8 | 74.8 | 95.8 | |
| CLIPBackbone=ViT-L, Train Setting=GaussCtrl2026.04 | 81.5 | 67.1 | 96.6 | |
| CLIPBackbone=ViT-B, Train Setting=GaussCtrl2026.04 | 80.7 | 70.6 | 95.9 | |
| CoDETrain Setting=GaussCtrl2026.04 | 80.2 | 60.5 | 92.4 | |
| UFDTrain Setting=GaussCtrl2026.04 | 79.5 | 69.4 | 91.9 | |
| DINOv2Backbone=B, Train Setting=GaussCtrl2026.04 | 76.8 | 72.7 | 89.2 |