Semantic Segmentation on Pascal-VOC Disjoint 19-1 2012
81.6mIoU (20)Joint
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| JointBackbone Type=Transformer2024.07 | 81.6 | — | 83.8 | — | 83.9 | |
| JointBackbone Type=CNN2024.07 | 78 | — | 77.4 | — | 77.4 | |
| MBS (Ours)Backbone Type=Transformer2024.07 | 69.3 | — | 82.8 | — | 82.8 | |
| INC+Backbone Type=Transformer2024.07 | 64.2 | — | 82.2 | — | 82.4 | |
| RECALLBackbone Type=CNN2024.07 | 50.1 | — | 65.8 | — | 68.2 | |
| RBC+Backbone Type=CNN2024.07 | 45.8 | — | 75 | — | 76.4 | |
| MiB+Backbone Type=Transformer2024.07 | 45.2 | — | 79.6 | — | 80.6 | |
| RBC+Backbone Type=Transformer2024.07 | 42.1 | — | 79.7 | — | 80.9 | |
| PLOP+Backbone Type=CNN2024.07 | 38.9 | — | 73.6 | — | 75.4 | |
| PLOPSetting=Disjoint2020.11 | 38.89 | 75.37 | 73.64 | 75.71 | — | |
| SPPABackbone Type=CNN2024.07 | 38 | — | 73.7 | — | 75.5 | |
| SDR+Backbone Type=CNN2024.07 | 37.3 | — | 68.4 | — | 69.9 | |
| MiBSetting=Disjoint2020.11 | 25.6 | 69.6 | 67.4 | — | — | |
| MiB+Backbone Type=CNN2024.07 | 25.6 | — | 67.4 | — | 69.6 | |
| ILTSetting=Disjoint2020.11 | 16.4 | 69.1 | 66.4 | — | — | |
| ILT+Backbone Type=CNN2024.07 | 16.4 | — | 66.4 | — | 69.1 | |
| EWC+Setting=Disjoint2020.11 | 16 | 23.2 | 22.9 | — | — | |
| EWC+Backbone Type=CNN2024.07 | 16 | — | 22.9 | — | 23.2 | |
| RW+Setting=Disjoint2020.11 | 15.7 | 19.4 | 19.2 | — | — | |
| PISetting=Disjoint2020.11 | 14.1 | 5.4 | 5.9 | — | — | |
| LwF-MC+Setting=Disjoint2020.11 | 13.2 | 63 | 60.5 | — | — | |
| Fine TuningSetting=Disjoint2020.11 | 12.3 | 5.8 | 6.2 | — | — | |
| LwFSetting=Disjoint2020.11 | 9.1 | 53 | 50.8 | — | — |