Depth Estimation on ETH3D (delta1, SIlog, FA)
17.6delta1UniDepth-V
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| UniDepth-VEvaluation Protocol=Zero-shot, Backbone=ViT, Intrinsics Source=Predicted2024.03 | 17.6 | 11.4 | 21.4 | |
| UniDepth-CEvaluation Protocol=Zero-shot, Backbone=ConvNext, Intrinsics Source=Predicted2024.03 | 22.9 | 13.1 | 25.4 | |
| AdaBinsEvaluation Protocol=Zero-shot2024.03 | 24.3 | 28.3 | 25.2 | |
| BTSEvaluation Protocol=Zero-shot2024.03 | 26.8 | 29.9 | 27.4 | |
| UniDepth-VEvaluation Protocol=Zero-shot, Backbone=ViT2024.03 | 32.6 | 11.6 | 24.3 | |
| ZoeDepthEvaluation Protocol=Zero-shot2024.03 | 35 | 17.6 | 26.4 | |
| iDiscEvaluation Protocol=Zero-shot2024.03 | 35.6 | 27.5 | 31.4 | |
| NeWCRFEvaluation Protocol=Zero-shot2024.03 | 35.7 | 26.1 | 32.3 | |
| Metric3DEvaluation Protocol=Zero-shot2024.03 | 45.6 | 18.9 | 35.9 | |
| UniDepth-CEvaluation Protocol=Zero-shot, Backbone=ConvNext2024.03 | 49.8 | 13.2 | 33.7 |