Depth Estimation on ZEDD (test)
50.5Delta Accuracy (Thresh=1.05)FOSSA
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FOSSAZero-shot=true, Modality=Depth from Defocus, Architecture=ViT-B2026.03 | 50.5 | 82.4 | 91.8 | 8.9 | |
| FOSSAZero-shot=true, Modality=Depth from Defocus, Architecture=ViT-S2026.03 | 45.1 | 80.3 | 88.4 | 9.8 | |
| DepthProZero-shot=true, Modality=Monocular Depth2026.03 | 18.2 | 48.9 | 66.5 | 20.1 | |
| DFF-FVZero-shot=true, Modality=Depth from Defocus2026.03 | 15.3 | 41 | 57.6 | 36.9 | |
| DFF-DFVZero-shot=true, Modality=Depth from Defocus2026.03 | 15.2 | 39.1 | 54.6 | 57.3 | |
| MoGe-2Zero-shot=true, Modality=Monocular Depth2026.03 | 14.9 | 37.7 | 58 | 27.8 | |
| DEReDZero-shot=true, Modality=Depth from Defocus2026.03 | 12.8 | 35.6 | 50.5 | 34.7 | |
| UniDepthv2Zero-shot=true, Modality=Monocular Depth2026.03 | 10.6 | 40 | 60.5 | 25.3 | |
| HybridDepthZero-shot=true, Modality=Depth from Defocus2026.03 | 7.5 | 23.1 | 34.7 | 75.4 | |
| DAv2Zero-shot=true, Modality=Monocular Depth2026.03 | 3.7 | 16.2 | 26.1 | 33.7 |