Relative Depth Estimation on Sintel (test)
0.329AbsRelDepthAnything
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DepthAnythingEstimator Type=Single-image, Zero-shot protocol=true2024.06 | 0.329 | 56.5 | 1.399 | 1.038 | |
| DepthCrafterEstimator Type=Video, Zero-shot protocol=true, Overlap=5, Clip length=102024.06 | 0.374 | 56.6 | 1.27 | 0.889 | |
| DepthAnything V2Estimator Type=Single-image, Zero-shot protocol=true2024.06 | 0.387 | 55.4 | 1.504 | 1.125 | |
| Depth Anything V1Encoder=ViT-B, Zero-shot=true2024.06 | 0.432 | 75.6 | — | — | |
| NVDSEstimator Type=Video, Zero-shot protocol=true2024.06 | 0.442 | 46.5 | 1.22 | 0.924 | |
| Depth Anything V1Encoder=ViT-L, Zero-shot=true2024.06 | 0.458 | 76 | — | — | |
| Depth Anything V1Encoder=ViT-S, Zero-shot=true2024.06 | 0.464 | 73.9 | — | — | |
| Depth Anything V2Encoder=ViT-L, Zero-shot=true2024.06 | 0.487 | 75.2 | — | — | |
| ChronoDepthEstimator Type=Video, Zero-shot protocol=true2024.06 | 0.493 | 55.5 | 0.728 | 0.516 | |
| Depth Anything V2Encoder=ViT-B, Zero-shot=true2024.06 | 0.495 | 73.4 | — | — | |
| Depth Anything V2Encoder=ViT-S, Zero-shot=true2024.06 | 0.5 | 71.8 | — | — | |
| Depth Anything V2Encoder=ViT-G, Zero-shot=true2024.06 | 0.506 | 77.2 | — | — | |
| Marigold (SVD)Estimator Type=Single-image, Zero-shot protocol=true, Backbone=SVD [8]2024.06 | 0.539 | 51 | 1.005 | 0.796 | |
| MarigoldEstimator Type=Single-image, Zero-shot protocol=true2024.06 | 0.573 | 52.9 | 1.112 | 0.932 | |
| MiDaS V3.1Encoder=ViT-L, Zero-shot=true2024.06 | 0.587 | 69.9 | — | — |