Semantic Segmentation on blender PASCAL VOC 2012 (val)
80.5mIoUU2PL
Evaluation Results
| Method | Links | |
|---|---|---|
| U2PLPartition Protocol=1/2 (5291), Backbone=ResNet-101, Decoder=DeepLabv3+, Augmentation=w/ CutMix2022.03 | 80.5 | |
| AELPartition Protocol=1/2 (5291), Backbone=ResNet-101, Decoder=DeepLabv3+2022.03 | 80.29 | |
| U2PLPartition Protocol=1/4 (2646), Backbone=ResNet-101, Decoder=DeepLabv3+, Augmentation=w/ CutMix2022.03 | 79.3 | |
| U2PLPartition Protocol=1/8 (1323), Backbone=ResNet-101, Decoder=DeepLabv3+, Augmentation=w/ CutMix2022.03 | 79.01 | |
| CPSPartition Protocol=1/2 (5291), Backbone=ResNet-101, Decoder=DeepLabv3+2022.03 | 78.64 | |
| CutMixPartition Protocol=1/2 (5291), Backbone=ResNet-101, Decoder=DeepLabv3+, reproduced=true2022.03 | 78.21 | |
| AELPartition Protocol=1/4 (2646), Backbone=ResNet-101, Decoder=DeepLabv3+2022.03 | 78.06 | |
| GCTPartition Protocol=1/2 (5291), Backbone=ResNet-101, Decoder=DeepLabv3+2022.03 | 77.98 | |
| CPSPartition Protocol=1/4 (2646), Backbone=ResNet-101, Decoder=DeepLabv3+2022.03 | 77.68 | |
| AELPartition Protocol=1/8 (1323), Backbone=ResNet-101, Decoder=DeepLabv3+2022.03 | 77.57 | |
| CCTPartition Protocol=1/2 (5291), Backbone=ResNet-101, Decoder=DeepLabv3+2022.03 | 77.4 | |
| CutMixPartition Protocol=1/4 (2646), Backbone=ResNet-101, Decoder=DeepLabv3+, reproduced=true2022.03 | 77.33 | |
| U2PLPartition Protocol=1/16 (662), Backbone=ResNet-101, Decoder=DeepLabv3+, Augmentation=w/ CutMix2022.03 | 77.21 | |
| AELPartition Protocol=1/16 (662), Backbone=ResNet-101, Decoder=DeepLabv3+2022.03 | 77.2 | |
| SupOnlyPartition Protocol=1/2 (5291), Backbone=ResNet-101, Decoder=DeepLabv3+2022.03 | 77.13 | |
| GCTPartition Protocol=1/4 (2646), Backbone=ResNet-101, Decoder=DeepLabv3+2022.03 | 76.66 | |
| MTPartition Protocol=1/2 (5291), Backbone=ResNet-101, Decoder=DeepLabv3+, reproduced=true2022.03 | 76.58 | |
| CCTPartition Protocol=1/4 (2646), Backbone=ResNet-101, Decoder=DeepLabv3+2022.03 | 76.51 | |
| CPSPartition Protocol=1/8 (1323), Backbone=ResNet-101, Decoder=DeepLabv3+2022.03 | 76.44 | |
| SupOnlyPartition Protocol=1/4 (2646), Backbone=ResNet-101, Decoder=DeepLabv3+2022.03 | 75.8 | |
| CutMixPartition Protocol=1/8 (1323), Backbone=ResNet-101, Decoder=DeepLabv3+, reproduced=true2022.03 | 75.51 | |
| CPSPartition Protocol=1/16 (662), Backbone=ResNet-101, Decoder=DeepLabv3+2022.03 | 74.48 | |
| CCTPartition Protocol=1/8 (1323), Backbone=ResNet-101, Decoder=DeepLabv3+2022.03 | 73.68 | |
| GCTPartition Protocol=1/8 (1323), Backbone=ResNet-101, Decoder=DeepLabv3+2022.03 | 73.29 | |
| MTPartition Protocol=1/4 (2646), Backbone=ResNet-101, Decoder=DeepLabv3+, reproduced=true2022.03 | 73.02 | |
| CCTPartition Protocol=1/16 (662), Backbone=ResNet-101, Decoder=DeepLabv3+2022.03 | 71.86 | |
| CutMixPartition Protocol=1/16 (662), Backbone=ResNet-101, Decoder=DeepLabv3+, reproduced=true2022.03 | 71.66 | |
| SupOnlyPartition Protocol=1/8 (1323), Backbone=ResNet-101, Decoder=DeepLabv3+2022.03 | 71.55 | |
| MTPartition Protocol=1/8 (1323), Backbone=ResNet-101, Decoder=DeepLabv3+, reproduced=true2022.03 | 71.53 | |
| GCTPartition Protocol=1/16 (662), Backbone=ResNet-101, Decoder=DeepLabv3+2022.03 | 70.9 | |
| MTPartition Protocol=1/16 (662), Backbone=ResNet-101, Decoder=DeepLabv3+, reproduced=true2022.03 | 70.51 | |
| SupOnlyPartition Protocol=1/16 (662), Backbone=ResNet-101, Decoder=DeepLabv3+2022.03 | 67.87 |