Depth Estimation on SUN3D
0.088Abs RelMVGD
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MVGDConditioning views=2, Evaluation protocol=Zero-shot2025.01 | 0.088 | 0.247 | 92.6 | — | — | |
| EPIOConditioning views=2, Evaluation protocol=Zero-shot2025.01 | 0.09 | 0.26 | 91.2 | — | — | |
| DeFiNeConditioning views=2, Evaluation protocol=Zero-shot2025.01 | 0.095 | 0.287 | 91.4 | — | — | |
| GRINConditioning views=2, Evaluation protocol=Zero-shot2025.01 | 0.097 | 0.274 | 90.8 | — | — | |
| IIBtrain=SUN3D2021.12 | 0.0985 | 0.2934 | 90.18 | — | — | |
| IIBConditioning views=2, Evaluation protocol=Zero-shot2025.01 | 0.099 | 0.293 | 90.2 | — | — | |
| UniMatch + RayRoPEPositional Encoding=RayRoPE2026.01 | 0.109 | 0.328 | — | 0.06 | 0.146 | |
| UniMatch + PRoPEPositional Encoding=PRoPE2026.01 | 0.113 | 0.338 | — | 0.064 | 0.152 | |
| NASConditioning views=2, Evaluation protocol=Zero-shot2025.01 | 0.127 | 0.378 | 82.9 | — | — | |
| NAStrain=SUN3D2021.12 | 0.1271 | 0.3775 | 82.92 | — | — | |
| IIBtrain=ScanNet2021.12 | 0.1291 | 0.3699 | 82.98 | — | — | |
| UniMatchPositional Encoding=None2026.01 | 0.135 | 0.406 | — | 0.09 | 0.193 | |
| DPSNetConditioning views=2, Evaluation protocol=Zero-shot2025.01 | 0.147 | 0.449 | 78.1 | — | — |