Indoor Depth Completion on NYU-Depth Setting C: T* -> T V2 (test)
0.09RMSEGraphCSPN
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| GraphCSPNSetting=T* -> T, Sampled Pixels=5002023.06 | 0.09 | 0.012 | 99.6 | 99.9 | 100 | |
| NLSPNSetting=T* -> T, Sampled Pixels=5002023.06 | 0.092 | 0.012 | 99.6 | 99.9 | 100 | |
| RDFC-GANSetting=T* -> T, Sampled Pixels=5002023.06 | 0.094 | 0.012 | 99.6 | 99.9 | 100 | |
| RDF-GANSetting=T* -> T, Sampled Pixels=5002023.06 | 0.103 | 0.016 | 99.4 | 99.9 | 100 | |
| PRRSetting=T* -> T, Sampled Pixels=5002023.06 | 0.104 | 0.014 | 99.4 | 99.9 | 100 | |
| GAENetSetting=T* -> T, Sampled Pixels=5002023.06 | 0.114 | 0.018 | 99.3 | 99.9 | 100 | |
| DeepLidarSetting=T* -> T, Sampled Pixels=5002023.06 | 0.115 | 0.022 | 99.3 | 99.9 | 100 | |
| CSPNSetting=T* -> T, Sampled Pixels=5002023.06 | 0.117 | 0.016 | 99.2 | 99.9 | 100 | |
| 3coeffSetting=T* -> T, Sampled Pixels=5002023.06 | 0.131 | 0.013 | 97.9 | 99.3 | 99.8 | |
| DGCGSetting=T* -> T, Sampled Pixels=2002023.06 | 0.225 | 0.046 | 97.2 | — | — | |
| Sparse2DenseSetting=T* -> T, Sampled Pixels=2002023.06 | 0.23 | 0.044 | 97.1 | 99.4 | 99.8 |