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ResearchFormerly WizWand

Depth Completion on nuScenes from KITTI

2,062.28MAEProxyTTA
1,693.10844,185.01676,676.9259,168.8333Feb 5, 2024
Updated 8mo ago

Evaluation results

MethodLinks
ProxyTTABackbone=CostDCNet, Adaptation Protocol=ProxyTTA2024.022,062.285,509.96
CostDCNetBackbone=CostDCNet, Adaptation Protocol=BN Adapt, lz, lsm2024.022,288.856,338.38
CostDCNetBackbone=CostDCNet, Adaptation Protocol=BN Adapt2024.022,306.046,391.98
ProxyTTABackbone=NLSPN, Adaptation Protocol=ProxyTTA2024.022,589.256,006.18
ProxyTTA-fastBackbone=CostDCNet, Adaptation Protocol=ProxyTTA-fast2024.022,595.816,373.01
NLSPNBackbone=NLSPN, Adaptation Protocol=CoTTA2024.022,650.456,242.52
NLSPNBackbone=NLSPN, Adaptation Protocol=Pretrained2024.022,656.6096,146.59
CostDCNetBackbone=CostDCNet, Adaptation Protocol=CoTTA2024.022,676.836,099.49
ProxyTTA-fastBackbone=NLSPN, Adaptation Protocol=ProxyTTA-fast2024.022,733.966,099.48
ProxyTTA-fastBackbone=MSG-CHN, Adaptation Protocol=ProxyTTA-fast2024.022,834.086,096.56
NLSPNBackbone=NLSPN, Adaptation Protocol=BN Adapt, lz, lsm2024.022,928.518,209.24
CostDCNetBackbone=CostDCNet, Adaptation Protocol=Pretrained2024.023,064.7246,630.649
MSG-CHNBackbone=MSG-CHN, Adaptation Protocol=CoTTA2024.023,157.696,434.14
MSG-CHNBackbone=MSG-CHN, Adaptation Protocol=Pretrained2024.023,331.8216,449.094
NLSPNBackbone=NLSPN, Adaptation Protocol=BN Adapt2024.0211,291.5716,670.87