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ResearchFormerly WizWand

Semantic Segmentation on PASCAL VOC 1/8 partition 2012 (blended high-quality)

0.819mIoUUniMatch
0.7150.7420.7690.796Oct 28, 2023
Updated 8mo ago

Evaluation results

MethodLinks
UniMatchBackbone=ResNet-101, Segmentation Framework=DeepLabv3+2023.100.819
Dual TeacherBackbone=ResNet-101, Segmentation Framework=DeepLabv3+, CutMix Variant=Original-CutMix2023.100.8147
AugSegBackbone=ResNet-101, Segmentation Framework=DeepLabv3+2023.100.8146
Dual TeacherBackbone=ResNet-101, Segmentation Framework=DeepLabv3+, CutMix Variant=Adaptive-CutMix2023.100.8119
Dual TeacherBackbone=ResNet-50, Segmentation Framework=DeepLabv3+, CutMix Variant=Original-CutMix2023.100.7959
Dual TeacherBackbone=ResNet-50, Segmentation Framework=DeepLabv3+, CutMix Variant=Adaptive-CutMix2023.100.7923
U2PLBackbone=ResNet-101, Segmentation Framework=DeepLabv3+2023.100.7901
UniMatchBackbone=ResNet-50, Segmentation Framework=DeepLabv3+2023.100.79
AugSegBackbone=ResNet-50, Segmentation Framework=DeepLabv3+2023.100.7827
U2PLBackbone=ResNet-50, Segmentation Framework=DeepLabv3+2023.100.774
Supervised-onlyBackbone=ResNet-101, Segmentation Framework=DeepLabv3+2023.100.75
Supervised-onlyBackbone=ResNet-50, Segmentation Framework=DeepLabv3+2023.100.719