Semantic Segmentation on PASCAL VOC 15-1 sequence 2012
81.3mIoU (0-15)Joint CogCaS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| 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 | |
| MicroSegBackbone=Swin-L, Based on Mask2Former=false2026.03 | 80.5 | 40.8 | 71 | |
| Joint Deeplab-v3Backbone=ResNet101, Based on Mask2Former=false2026.03 | 79.8 | 72.4 | 77.4 | |
| BARMBackbone=ResNet101, Based on Mask2Former=false2026.03 | 79.3 | 48.1 | 71.8 | |
| Joint CogCaSBackbone=ResNet101, Based on Mask2Former=false2026.03 | 79.2 | 76.2 | 78.4 | |
| CogCaSBackbone=Swin-L, Based on Mask2Former=false2026.03 | 78.4 | 72.5 | 76.9 | |
| SSULBackbone=Swin-L, Based on Mask2Former=false2026.03 | 78.1 | 33.4 | 67.5 | |
| BARMBackbone=ResNet101, Based on Mask2Former=false2026.03 | 77.3 | 45.8 | 61.9 | |
| SSULBackbone=ResNet101, Based on Mask2Former=false2026.03 | 77.3 | 36.6 | 67.6 | |
| IDECBackbone=ResNet101, Based on Mask2Former=false2026.03 | 77 | 36.5 | 67.3 | |
| CogCaSBackbone=ResNet101, Based on Mask2Former=false2026.03 | 75.5 | 71.4 | 74.4 | |
| PLOP+NeSTBackbone=ResNet101, Based on Mask2Former=false2026.03 | 72.2 | 33.7 | 63.1 | |
| CoMFormerBackbone=Swin-L, Based on Mask2Former=true2026.03 | 70.8 | 32.2 | 61.6 | |
| RCILBackbone=ResNet101, Based on Mask2Former=false2026.03 | 70.6 | 23.7 | 59.4 | |
| CoMasTReBackbone=Swin-L, Based on Mask2Former=true2026.03 | 69.8 | 43.6 | 63.5 | |
| PLOP+LCKDBackbone=ResNet101, Based on Mask2Former=false2026.03 | 69.3 | 30.9 | 61.1 | |
| PLOPBackbone=Swin-L, Based on Mask2Former=false2026.03 | 67.6 | 25.2 | 57.6 | |
| PLOP+NeSTBackbone=ResNet101, Based on Mask2Former=false2026.03 | 67.2 | 25.7 | 57.3 | |
| PLOPBackbone=ResNet101, Based on Mask2Former=false2026.03 | 64.1 | 20.1 | 53.1 | |
| LwF-MCBackbone=ResNet101, Based on Mask2Former=false2026.03 | 64 | 8.4 | 6.9 | |
| MiB+NeSTBackbone=Swin-L, Based on Mask2Former=false2026.03 | 63.2 | 23.5 | 53.7 | |
| MiB+NeSTBackbone=ResNet101, Based on Mask2Former=false2026.03 | 60.2 | 29.9 | 53 | |
| MiBBackbone=Swin-L, Based on Mask2Former=false2026.03 | 48.7 | 19.5 | 41.7 | |
| MiBBackbone=ResNet101, Based on Mask2Former=false2026.03 | 46.2 | 22.9 | 40.7 | |
| ILTBackbone=ResNet101, Based on Mask2Former=false2026.03 | 8.8 | 8 | 8.6 |