Depth Completion on ScanNet from VOID
68.17MAEProxyTTA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ProxyTTABackbone=CostDCNet, Adaptation Protocol=ProxyTTA2024.02 | 68.17 | 162.35 | |
| CostDCNetBackbone=CostDCNet, Adaptation Protocol=BN Adapt, lz, lsm2024.02 | 68.44 | 164.59 | |
| ProxyTTABackbone=NLSPN, Adaptation Protocol=ProxyTTA2024.02 | 74.77 | 166.61 | |
| NLSPNBackbone=NLSPN, Adaptation Protocol=BN Adapt, lz, lsm2024.02 | 82.76 | 181.97 | |
| CostDCNetBackbone=CostDCNet, Adaptation Protocol=CoTTA2024.02 | 101.98 | 322.63 | |
| ProxyTTA-fastBackbone=NLSPN, Adaptation Protocol=ProxyTTA-fast2024.02 | 104.06 | 232.84 | |
| ProxyTTA-fastBackbone=CostDCNet, Adaptation Protocol=ProxyTTA-fast2024.02 | 128.12 | 244.62 | |
| CostDCNetBackbone=CostDCNet, Adaptation Protocol=Pretrained2024.02 | 144.31 | 458.69 | |
| CostDCNetBackbone=CostDCNet, Adaptation Protocol=BN Adapt2024.02 | 159.65 | 399.14 | |
| NLSPNBackbone=NLSPN, Adaptation Protocol=BN Adapt2024.02 | 207 | 401.41 | |
| NLSPNBackbone=NLSPN, Adaptation Protocol=Pretrained2024.02 | 233.33 | 431.2 | |
| NLSPNBackbone=NLSPN, Adaptation Protocol=CoTTA2024.02 | 234.77 | 496.18 | |
| ProxyTTA-fastBackbone=MSG-CHN, Adaptation Protocol=ProxyTTA-fast2024.02 | 302.21 | 480.08 | |
| MSG-CHNBackbone=MSG-CHN, Adaptation Protocol=CoTTA2024.02 | 619.37 | 1,141.04 | |
| MSG-CHNBackbone=MSG-CHN, Adaptation Protocol=Pretrained2024.02 | 687.988 | 1,201.747 |