Omnidirectional Depth Estimation on Sunset
26.7Acc (>1)OmniMVS
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| OmniMVSTraining Protocol=Trained on OmniThings only2026.07 | 26.7 | 6.19 | 4.02 | 1.24 | 3.06 | |
| OmniMVS-ftTraining Protocol=Fine-tuned on OmniHouse and Sunny2026.07 | 14.14 | 2.88 | 1.71 | 0.79 | 2.04 | |
| OmniMVS+32Training Protocol=Trained on OmniThings only2026.07 | 13.36 | 4.71 | 2.93 | 0.87 | 2.5 | |
| RomniStereo64Training Protocol=Trained on OmniThings only2026.07 | 10.94 | 4.99 | 3.29 | 0.72 | 2.56 | |
| OmniDSTraining Protocol=Trained on OmniThings only2026.07 | 8.27 | 3.13 | 1.94 | 0.53 | 2.04 | |
| OmniMVS+32-ftTraining Protocol=Fine-tuned on OmniHouse and Sunny2026.07 | 7.82 | 3.6 | 2.42 | 0.58 | 2.36 | |
| MDP-Omni-ftTraining Protocol=Fine-tuned on OmniHouse and Sunny2026.07 | 4.9 | 1.51 | 0.9 | 0.35 | 1.46 | |
| RomniStereo64-ftTraining Protocol=Fine-tuned on OmniHouse and Sunny2026.07 | 4.88 | 1.9 | 1.19 | 0.34 | 1.49 | |
| OmniDS-ftTraining Protocol=Fine-tuned on OmniHouse and Sunny, Variant=distilled2026.07 | 4.12 | 1.52 | 0.95 | 0.29 | 1.36 | |
| OmniDS-ftTraining Protocol=Fine-tuned on OmniHouse and Sunny2026.07 | 3.97 | 1.46 | 0.92 | 0.29 | 1.38 |