Surface Normal Prediction on NYU Forget set v2 (train)
0.2448A30 ErrorFisher
Evaluation Results
| Method | Links | |
|---|---|---|
| FisherSetting=PU (NOR), Backbone=ViT-L2026.05 | 0.2448 | |
| FisherSetting=FU, Backbone=ViT-L2026.05 | 0.3921 | |
| SSDSetting=PU (NOR), Backbone=ViT-L2026.05 | 0.413 | |
| SSDSetting=PU (SEG), Backbone=ViT-L2026.05 | 0.4137 | |
| SSDSetting=FU, Backbone=ViT-L2026.05 | 0.4158 | |
| NegGrad+Setting=PU (NOR), Backbone=ViT-L2026.05 | 0.4477 | |
| InfluenceSetting=FU, Backbone=ViT-L2026.05 | 0.4593 | |
| SSDSetting=PU (DEP), Backbone=ViT-L2026.05 | 0.4605 | |
| InfluenceSetting=PU (NOR), Backbone=ViT-L2026.05 | 0.4611 | |
| NegGrad+Setting=FU, Backbone=ViT-L2026.05 | 0.4729 | |
| OrthoGradSetting=PU (NOR), Backbone=ViT-L2026.05 | 0.4729 | |
| SCRUBSetting=PU (NOR), Backbone=ViT-L2026.05 | 0.4955 | |
| OrthoGradSetting=FU, Backbone=ViT-L2026.05 | 0.4992 | |
| SCRUBSetting=FU, Backbone=ViT-L2026.05 | 0.5403 | |
| InfluenceSetting=PU (SEG), Backbone=ViT-L2026.05 | 0.5442 | |
| OursSetting=PU (NOR), Backbone=ViT-L2026.05 | 0.5486 | |
| FisherSetting=PU (SEG), Backbone=ViT-L2026.05 | 0.5624 | |
| OursSetting=FU, Backbone=ViT-L2026.05 | 0.5696 | |
| SCRUBSetting=PU (SEG), Backbone=ViT-L2026.05 | 0.5716 | |
| NegGrad+Setting=PU (SEG), Backbone=ViT-L2026.05 | 0.5761 | |
| RetrainSetting=Ref., Backbone=ViT-L2026.05 | 0.5775 | |
| InfluenceSetting=PU (DEP), Backbone=ViT-L2026.05 | 0.5823 | |
| FisherSetting=PU (DEP), Backbone=ViT-L2026.05 | 0.5832 | |
| OrthoGradSetting=PU (SEG), Backbone=ViT-L2026.05 | 0.5918 | |
| OrthoGradSetting=PU (DEP), Backbone=ViT-L2026.05 | 0.5927 | |
| SCRUBSetting=PU (DEP), Backbone=ViT-L2026.05 | 0.5928 | |
| NegGrad+Setting=PU (DEP), Backbone=ViT-L2026.05 | 0.5971 | |
| OursSetting=PU (DEP), Backbone=ViT-L2026.05 | 0.6313 | |
| OursSetting=PU (SEG), Backbone=ViT-L2026.05 | 0.6315 | |
| OriginalSetting=Ref., Backbone=ViT-L2026.05 | 0.6738 |