Depth Estimation on ScanNet v2 (test)
0.0862Abs DiffSimpleRecon + Ours
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| SimpleRecon + Ours2023.05 | 0.0862 | 0.0436 | 0.0123 | 0.1426 | 0.0666 | 73.74 | 90.54 | 98.06 | |
| SimpleRecon2023.05 | 0.0871 | 0.0429 | 0.0125 | 0.146 | 0.0672 | 74.01 | 90.75 | 98.08 | |
| SimpleReconBackbone=ResNet2023.05 | 0.0978 | 0.0487 | 0.0151 | 0.1617 | 0.0752 | 69.52 | 88.13 | 97.46 | |
| SimpleRecon + OursBackbone=ResNet2023.05 | 0.0988 | 0.0498 | 0.0149 | 0.1595 | 0.0743 | 68.52 | 87.53 | 97.42 | |
| DeepVideoMVSmode=fusion, Measurement Frames=2, Training Split=90/102023.05 | 0.1186 | 0.0583 | 0.019 | 0.1879 | 0.0868 | 60.2 | 83.66 | 96.76 | |
| DeepVideoMVSmode=pairnet, Measurement Frames=2, Training Split=90/102023.05 | 0.1431 | 0.0712 | 0.0253 | 0.2152 | 0.0999 | 51.92 | 77.24 | 94.99 | |
| GPMVSEvaluation Protocol=Fine-tuned2023.05 | 0.1494 | 0.0757 | 0.0292 | 0.2287 | 0.1086 | 51.04 | 75.65 | 93.96 | |
| DELTAS2023.05 | 0.1497 | 0.0786 | 0.0276 | 0.221 | 0.1079 | 48.64 | 73.64 | 93.78 | |
| DPSNetEvaluation Protocol=Fine-tuned2023.05 | 0.1552 | 0.0795 | 0.0299 | 0.2307 | 0.1102 | 49.36 | 73.51 | 93.27 | |
| MVDepthNetEvaluation Protocol=Fine-tuned2023.05 | 0.1648 | 0.0848 | 0.0343 | 0.2446 | 0.1162 | 46.71 | 71.92 | 92.77 |