Semantic Segmentation on PASCAL VOC 15-5 sequence 2012
81.9mIoU (Classes 0-15)MicroSeg
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MicroSegBackbone=Swin-L, Based on Mask2Former=false2026.03 | 81.9 | 54 | 75.2 | |
| PLOP+NeSTBackbone=ResNet101, Based on Mask2Former=false2026.03 | 81.6 | 55.8 | 75.4 | |
| Joint CogCaSBackbone=Swin-L, Based on Mask2Former=false2026.03 | 81.3 | 83.4 | 81.8 | |
| Joint Deeplab-v3Backbone=Swin-L, Based on Mask2Former=false2026.03 | 80.8 | 77.3 | 79.9 | |
| Joint Deeplab-v3Backbone=ResNet101, Based on Mask2Former=false2026.03 | 79.8 | 72.4 | 77.4 | |
| SSULBackbone=Swin-L, Based on Mask2Former=false2026.03 | 79.7 | 55.3 | 73.9 | |
| CoMasTReBackbone=Swin-L, Based on Mask2Former=true2026.03 | 79.7 | 51.9 | 73.1 | |
| Joint CogCaSBackbone=ResNet101, Based on Mask2Former=false2026.03 | 79.2 | 76.2 | 78.4 | |
| PLOPBackbone=Swin-L, Based on Mask2Former=false2026.03 | 79.2 | 50.2 | 72.3 | |
| RCILBackbone=ResNet101, Based on Mask2Former=false2026.03 | 78.8 | 52 | 72.4 | |
| CogCaSBackbone=Swin-L, Based on Mask2Former=false2026.03 | 78.3 | 74.9 | 77.8 | |
| IDECBackbone=ResNet101, Based on Mask2Former=false2026.03 | 78 | 51.8 | 71.8 | |
| SSULBackbone=ResNet101, Based on Mask2Former=false2026.03 | 77.8 | 50.1 | 71.2 | |
| MiB+NeSTBackbone=Swin-L, Based on Mask2Former=false2026.03 | 77.8 | 50.1 | 71.2 | |
| BARMBackbone=ResNet101, Based on Mask2Former=false2026.03 | 77.8 | 72.1 | 76.4 | |
| PLOP+NeSTBackbone=ResNet101, Based on Mask2Former=false2026.03 | 77.6 | 55.8 | 72.4 | |
| CogCaSBackbone=ResNet101, Based on Mask2Former=false2026.03 | 75.5 | 70.3 | 74.1 | |
| MiB+NeSTBackbone=ResNet101, Based on Mask2Former=false2026.03 | 75.5 | 48.7 | 69.5 | |
| PLOPBackbone=ResNet101, Based on Mask2Former=false2026.03 | 75.4 | 49.6 | 69.3 | |
| PLOP+LCKDBackbone=ResNet101, Based on Mask2Former=false2026.03 | 75.2 | 54.8 | 71.1 | |
| BARMBackbone=ResNet101, Based on Mask2Former=false2026.03 | 74.9 | 69.5 | 73.6 | |
| CoMFormerBackbone=Swin-L, Based on Mask2Former=true2026.03 | 74.7 | 54.3 | 71.1 | |
| MiBBackbone=Swin-L, Based on Mask2Former=false2026.03 | 74.3 | 45.1 | 67.3 | |
| MiBBackbone=ResNet101, Based on Mask2Former=false2026.03 | 71.8 | 43.3 | 64.7 | |
| ILTBackbone=ResNet101, Based on Mask2Former=false2026.03 | 67.1 | 39.2 | 60.5 | |
| LwF-MCBackbone=ResNet101, Based on Mask2Former=false2026.03 | 58.1 | 35 | 52.3 |