3D on Helvipad
Metric: Depth-MARE (higher is better)
Metric: Depth-MARE (higher is better)
| # | Model↕ | Depth-MARE▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | PSMNet | 0.176 | No | Pyramid Stereo Matching Network | 2018-03-23 | Code |
| 2 | 360SD-Net | 0.152 | No | 360SD-Net: 360° Stereo Depth Estimation with Lea... | 2019-11-11 | Code |
| 3 | IGEV-Stereo | 0.146 | No | Iterative Geometry Encoding Volume for Stereo Ma... | 2023-03-12 | Code |
| 4 | 360-IGEV-Stereo | 0.13 | No | Helvipad: A Real-World Dataset for Omnidirection... | 2024-11-27 | Code |
| 5 | DFI-OmniStereo | 0.108 | No | Boosting Omnidirectional Stereo Matching with a ... | 2025-03-30 | Code |