Depth Estimation on Infinigen Defocus
52Accuracy (delta 1.05)FOSSA
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| FOSSAZero-shot=true, Modality=Depth from Defocus, Architecture=ViT-S2026.03 | 52 | 86.4 | 94 | 0.085 | |
| FOSSAZero-shot=true, Modality=Depth from Defocus, Architecture=ViT-B2026.03 | 42 | 82 | 93.6 | 0.091 | |
| MoGe-2Zero-shot=true, Modality=Monocular Depth2026.03 | 17.5 | 43.7 | 62.1 | 0.233 | |
| DepthProZero-shot=true, Modality=Monocular Depth2026.03 | 17.4 | 48.1 | 69.2 | 0.176 | |
| DEReDZero-shot=true, Modality=Depth from Defocus2026.03 | 10.8 | 29.6 | 44.6 | 0.355 | |
| UniDepthv2Zero-shot=true, Modality=Monocular Depth2026.03 | 10.3 | 30.8 | 46.4 | 0.37 | |
| DFF-DFVZero-shot=true, Modality=Depth from Defocus2026.03 | 5.3 | 14.2 | 20.5 | 0.568 | |
| DFF-FVZero-shot=true, Modality=Depth from Defocus2026.03 | 4.5 | 11.8 | 17.2 | 0.629 | |
| HybridDepthZero-shot=true, Modality=Depth from Defocus2026.03 | 3.7 | 10 | 15.7 | 1.232 | |
| DAv2Zero-shot=true, Modality=Monocular Depth2026.03 | 2.6 | 7.9 | 13.3 | 0.429 |