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ResearchFormerly WizWand

Object Detection on Cityscapes S -> C adaptation (val)

76.4mAPoracle(src+tgt)
36.25646.67857.167.522May 3, 2022Jul 9, 2022Sep 14, 2022Nov 20, 2022Jan 26, 2023Apr 3, 2023Jun 9, 2023
Updated 8mo ago

Evaluation results

MethodLinks
oracle(src+tgt)Arch=ResNet-502022.0576.4
oracle(tgt)Arch=ResNet-502022.0575.9
TDDArch=ResNet-502022.0563.3
DA-ProPrompt=domain-adaptive2023.0662.9
BaselinePrompt=hand-crafted2023.0660.8
oracle(src+tgt)Arch=VGG-162022.0560.1
oracle(tgt)Arch=VGG-162022.0560
SIGMA2023.0653.7
TDDArch=VGG-162022.0553.4
SFAArch=ResNet-502022.0552.6
SCAN2023.0652.6
MKTArch=ResNet-502022.0550.2
ViSGAArch=ResNet-502022.0549.3
EPMArch=VGG-162022.0549
SWDAArch=VGG-162022.0547.7
GPAArch=ResNet-502022.0547.6
MTORArch=ResNet-502022.0546.6
RPAArch=VGG-162022.0545.7
AFANArch=ResNet-502022.0545.5
SCDAArch=ResNet-502022.0545.1
SAPNetArch=VGG-162022.0544.9
MEGAArch=VGG-162022.0544.8
MeGA2023.0644.8
SWDAArch=ResNet-502022.0544.6
COTArch=VGG-162022.0544.5
DSSArch=ResNet-502022.0544.5
DSS2023.0644.5
D&MatchArch=ResNet-502022.0543.9
C2FArch=VGG-162022.0543.8
UMTArch=VGG-162022.0543.1
SCDAArch=VGG-162022.0543
ATFArch=VGG-162022.0542.8
source onlyArch=ResNet-502022.0542.8
DA-FasterArch=ResNet-502022.0541.9
DA-FasterArch=VGG-162022.0539
DA-Faster2023.0638.2
source onlyArch=VGG-162022.0537.8