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ResearchFormerly WizWand

Semantic Segmentation on blender PASCAL VOC 2012 (val)

80.5mIoUU2PL
67.364870.774974.18577.5951Mar 8, 2022
Updated 8mo ago

Evaluation results

MethodLinks
U2PLPartition Protocol=1/2 (5291), Backbone=ResNet-101, Decoder=DeepLabv3+, Augmentation=w/ CutMix2022.0380.5
AELPartition Protocol=1/2 (5291), Backbone=ResNet-101, Decoder=DeepLabv3+2022.0380.29
U2PLPartition Protocol=1/4 (2646), Backbone=ResNet-101, Decoder=DeepLabv3+, Augmentation=w/ CutMix2022.0379.3
U2PLPartition Protocol=1/8 (1323), Backbone=ResNet-101, Decoder=DeepLabv3+, Augmentation=w/ CutMix2022.0379.01
CPSPartition Protocol=1/2 (5291), Backbone=ResNet-101, Decoder=DeepLabv3+2022.0378.64
CutMixPartition Protocol=1/2 (5291), Backbone=ResNet-101, Decoder=DeepLabv3+, reproduced=true2022.0378.21
AELPartition Protocol=1/4 (2646), Backbone=ResNet-101, Decoder=DeepLabv3+2022.0378.06
GCTPartition Protocol=1/2 (5291), Backbone=ResNet-101, Decoder=DeepLabv3+2022.0377.98
CPSPartition Protocol=1/4 (2646), Backbone=ResNet-101, Decoder=DeepLabv3+2022.0377.68
AELPartition Protocol=1/8 (1323), Backbone=ResNet-101, Decoder=DeepLabv3+2022.0377.57
CCTPartition Protocol=1/2 (5291), Backbone=ResNet-101, Decoder=DeepLabv3+2022.0377.4
CutMixPartition Protocol=1/4 (2646), Backbone=ResNet-101, Decoder=DeepLabv3+, reproduced=true2022.0377.33
U2PLPartition Protocol=1/16 (662), Backbone=ResNet-101, Decoder=DeepLabv3+, Augmentation=w/ CutMix2022.0377.21
AELPartition Protocol=1/16 (662), Backbone=ResNet-101, Decoder=DeepLabv3+2022.0377.2
SupOnlyPartition Protocol=1/2 (5291), Backbone=ResNet-101, Decoder=DeepLabv3+2022.0377.13
GCTPartition Protocol=1/4 (2646), Backbone=ResNet-101, Decoder=DeepLabv3+2022.0376.66
MTPartition Protocol=1/2 (5291), Backbone=ResNet-101, Decoder=DeepLabv3+, reproduced=true2022.0376.58
CCTPartition Protocol=1/4 (2646), Backbone=ResNet-101, Decoder=DeepLabv3+2022.0376.51
CPSPartition Protocol=1/8 (1323), Backbone=ResNet-101, Decoder=DeepLabv3+2022.0376.44
SupOnlyPartition Protocol=1/4 (2646), Backbone=ResNet-101, Decoder=DeepLabv3+2022.0375.8
CutMixPartition Protocol=1/8 (1323), Backbone=ResNet-101, Decoder=DeepLabv3+, reproduced=true2022.0375.51
CPSPartition Protocol=1/16 (662), Backbone=ResNet-101, Decoder=DeepLabv3+2022.0374.48
CCTPartition Protocol=1/8 (1323), Backbone=ResNet-101, Decoder=DeepLabv3+2022.0373.68
GCTPartition Protocol=1/8 (1323), Backbone=ResNet-101, Decoder=DeepLabv3+2022.0373.29
MTPartition Protocol=1/4 (2646), Backbone=ResNet-101, Decoder=DeepLabv3+, reproduced=true2022.0373.02
CCTPartition Protocol=1/16 (662), Backbone=ResNet-101, Decoder=DeepLabv3+2022.0371.86
CutMixPartition Protocol=1/16 (662), Backbone=ResNet-101, Decoder=DeepLabv3+, reproduced=true2022.0371.66
SupOnlyPartition Protocol=1/8 (1323), Backbone=ResNet-101, Decoder=DeepLabv3+2022.0371.55
MTPartition Protocol=1/8 (1323), Backbone=ResNet-101, Decoder=DeepLabv3+, reproduced=true2022.0371.53
GCTPartition Protocol=1/16 (662), Backbone=ResNet-101, Decoder=DeepLabv3+2022.0370.9
MTPartition Protocol=1/16 (662), Backbone=ResNet-101, Decoder=DeepLabv3+, reproduced=true2022.0370.51
SupOnlyPartition Protocol=1/16 (662), Backbone=ResNet-101, Decoder=DeepLabv3+2022.0367.87