Semantic Segmentation on PASCAL VOC 10-1 sequence 2012
82.7mIoU (0-10)Joint CogCaS
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Joint CogCaSBackbone=Swin-L, Based on Mask2Former=false2026.03 | 82.7 | 80.9 | 81.8 | |
| Joint Deeplab-v3Backbone=Swin-L, Based on Mask2Former=false2026.03 | 81.4 | 78.4 | 79.9 | |
| Joint CogCaSBackbone=ResNet101, Based on Mask2Former=false2026.03 | 79.3 | 77.6 | 78.4 | |
| Joint Deeplab-v3Backbone=ResNet101, Based on Mask2Former=false2026.03 | 78.4 | 76.4 | 77.4 | |
| CogCaSBackbone=Swin-L, Based on Mask2Former=false2026.03 | 76.1 | 75.7 | 75.9 | |
| SSULBackbone=Swin-L, Based on Mask2Former=false2026.03 | 74.3 | 51 | 63.2 | |
| BARMBackbone=ResNet101, Based on Mask2Former=false2026.03 | 74.2 | 53.8 | 64.4 | |
| CogCaSBackbone=ResNet101, Based on Mask2Former=false2026.03 | 73.9 | 70.2 | 72.1 | |
| MicroSegBackbone=Swin-L, Based on Mask2Former=false2026.03 | 73.5 | 53 | 63.8 | |
| BARMBackbone=ResNet101, Based on Mask2Former=false2026.03 | 72.2 | 49.8 | 61.9 | |
| SSULBackbone=ResNet101, Based on Mask2Former=false2026.03 | 71.3 | 46 | 59.3 | |
| IDECBackbone=ResNet101, Based on Mask2Former=false2026.03 | 70.7 | 46.3 | 59.1 | |
| RCILBackbone=ResNet101, Based on Mask2Former=false2026.03 | 55.4 | 15.1 | 34.3 | |
| PLOP+NeSTBackbone=ResNet101, Based on Mask2Former=false2026.03 | 49.2 | 19.8 | 35.2 | |
| PLOP+NeSTBackbone=ResNet101, Based on Mask2Former=false2026.03 | 47.2 | 16.3 | 32.4 | |
| PLOPBackbone=Swin-L, Based on Mask2Former=false2026.03 | 47.2 | 18.4 | 33.5 | |
| PLOPBackbone=ResNet101, Based on Mask2Former=false2026.03 | 44 | 15.5 | 30.5 | |
| MiB+NeSTBackbone=Swin-L, Based on Mask2Former=false2026.03 | 41.3 | 24.1 | 33.1 | |
| MiB+NeSTBackbone=ResNet101, Based on Mask2Former=false2026.03 | 39.4 | 21.1 | 30.6 | |
| MiBBackbone=Swin-L, Based on Mask2Former=false2026.03 | 35.7 | 14.8 | 26.7 | |
| MiBBackbone=ResNet101, Based on Mask2Former=false2026.03 | 31.5 | 13.1 | 22.7 | |
| ILTBackbone=ResNet101, Based on Mask2Former=false2026.03 | 7.2 | 3.7 | 5.5 | |
| LwF-MCBackbone=ResNet101, Based on Mask2Former=false2026.03 | 4.7 | 5.9 | 5 |