Depth Estimation on Structure3D (test)
0.0248AbsRelOurs
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Ourstrained on partial Structured3D training split=false2026.02 | 0.0248 | — | 0.0968 | — | 99.27 | 99.74 | 99.87 | |
| DAPtrained on partial Structured3D training split=true2026.02 | 0.0341 | — | 0.135 | — | 98.51 | 99.54 | 99.82 | |
| PanDAtrained on partial Structured3D training split=true2026.02 | 0.0379 | — | 0.1534 | — | 98.47 | 99.58 | 99.82 | |
| TaskPromptertrained on partial Structured3D training split=false2026.02 | 0.0414 | — | 0.1428 | — | 98.33 | 99.38 | 99.65 | |
| BridgeNettrained on partial Structured3D training split=false2026.02 | 0.0418 | — | 0.1492 | — | 98.17 | 99.01 | 99.42 | |
| InvPTtrained on partial Structured3D training split=false2026.02 | 0.0421 | — | 0.1515 | — | 97.99 | 98.97 | 99.37 | |
| HUSHtrained on partial Structured3D training split=false2026.02 | 0.0459 | — | 0.2577 | — | 97.76 | 99.22 | 99.61 | |
| MultiPanoWisetrained on partial Structured3D training split=false2026.02 | 0.0557 | — | 0.1932 | — | 97.62 | 98.22 | 98.85 | |
| DA2trained on partial Structured3D training split=true2026.02 | 0.0831 | — | 0.16 | — | 95.71 | 98 | 98.77 | |
| PanoFormertrained on partial Structured3D training split=false2026.02 | 0.0861 | — | 0.3918 | — | 93.87 | — | — | |
| Non-local Dense Prediction TransformerTraining data type=Video2021.09 | 0.1048 | 0.0116 | 0.0631 | 0.1593 | 91.51 | 98.04 | 99.28 | |
| SvSynTraining data type=Stereo image2021.09 | 0.1142 | 0.0134 | 0.0679 | 0.1713 | 90.58 | 97.49 | 99.08 | |
| EBSTraining data type=Stereo image2021.09 | 0.1225 | 0.0154 | 0.0727 | 0.1801 | 89.83 | 97.23 | 98.94 | |
| Elite360DBackbone=ResNet-34, #Params (M)=25.51, #FLOPs (G)=65.282024.03 | 0.148 | 0.2215 | 0.4961 | — | 87.41 | 94.34 | 96.66 | |
| UniFuseBackbone=ResNet-34, #Params (M)=50.48, #FLOPs (G)=96.522024.03 | 0.1506 | 0.2319 | 0.5016 | — | 85.42 | 93.99 | 96.76 | |
| BiFuseBackbone=ResNet-34, #Params (M)=56.01, #FLOPs (G)=199.582024.03 | 0.1573 | 0.2455 | 0.5213 | — | 85.91 | 94 | 96.72 | |
| EGFormerBackbone=Transformer, #Params (M)=15.39, #FLOPs (G)=66.212024.03 | 0.2205 | 0.4509 | 0.6841 | — | 79.79 | 90.71 | 94.55 | |
| PanoFormerBackbone=Transformer, #Params (M)=20.38, #FLOPs (G)=81.092024.03 | 0.2549 | 0.4949 | 0.7937 | — | 74.7 | 89.15 | 93.97 |