Semantic Segmentation on Pascal VOC 19-1 Overlapped 2012
83.9mIoU (Classes 1-19)Joint
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| JointBackbone Type=Transformer2024.07 | 83.9 | 81.6 | 83.8 | |
| MBS (Ours)Backbone Type=Transformer2024.07 | 83.3 | 72 | 83.3 | |
| INC+Backbone Type=Transformer2024.07 | 82.5 | 61 | 82.1 | |
| RBC+Backbone Type=Transformer2024.07 | 80.2 | 38.8 | 79 | |
| MiB+Backbone Type=Transformer2024.07 | 79.9 | 47.7 | 79.1 | |
| JointBackbone Type=CNN2024.07 | 77.4 | 78 | 77.4 | |
| RBC+Backbone Type=CNN2024.07 | 77.3 | 55.6 | 76.2 | |
| REMINDBackbone Type=CNN2024.07 | 76.5 | 32.3 | 74.4 | |
| SPPABackbone Type=CNN2024.07 | 76.5 | 36.2 | 74.6 | |
| PLOP+Backbone Type=CNN2024.07 | 75.4 | 37.4 | 73.5 | |
| MiB+Backbone Type=CNN2024.07 | 71.4 | 23.6 | 69.2 | |
| SDR+Backbone Type=CNN2024.07 | 69.1 | 32.6 | 67.4 | |
| RECALLBackbone Type=CNN2024.07 | 67.9 | 53.5 | 68.4 | |
| ILT+Backbone Type=CNN2024.07 | 67.8 | 10.9 | 65.1 | |
| EWC+Backbone Type=CNN2024.07 | 26.9 | 14 | 26.3 |