Class Incremental Panoptic Segmentation on ADE20K (val)
51.2PQ (Initial Classes)BalConpas
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BalConpasIncremental scenario=50-50, Steps=32025.04 | 51.2 | 26.5 | 34.7 | |
| COMBOIncremental scenario=50-50, Steps=32025.04 | 50.7 | 28.2 | 35.7 | |
| JointIncremental scenario=50-50, Steps=32025.04 | 50.7 | 33.9 | 39.5 | |
| ECLIPSEIncremental scenario=50-50, Steps=32025.04 | 46 | 20.7 | 29.2 | |
| PLOPIncremental scenario=50-50, Steps=32025.04 | 45.8 | 18.7 | 27.7 | |
| CoMFormerIncremental scenario=50-50, Steps=32025.04 | 45 | 19.3 | 27.9 | |
| COMBOIncremental scenario=100-50, Steps=22025.04 | 43.9 | 25.6 | 37.8 | |
| JointIncremental scenario=100-50, Steps=22025.04 | 43.8 | 30.9 | 39.5 | |
| JointIncremental scenario=100-10, Steps=62025.04 | 43.8 | 30.9 | 39.5 | |
| JointIncremental scenario=100-5, Steps=112025.04 | 43.8 | 30.9 | 39.5 | |
| BalConpasIncremental scenario=100-50, Steps=22025.04 | 42.8 | 25.7 | 37.1 | |
| MiBIncremental scenario=50-50, Steps=32025.04 | 42.4 | 15.5 | 24.4 | |
| ECLIPSEIncremental scenario=100-50, Steps=22025.04 | 41.7 | 23.5 | 35.6 | |
| ECLIPSEIncremental scenario=100-10, Steps=62025.04 | 41.4 | 18.8 | 33.9 | |
| CoMFormerIncremental scenario=100-50, Steps=22025.04 | 41.1 | 27.7 | 36.7 | |
| ECLIPSEIncremental scenario=100-5, Steps=112025.04 | 41.1 | 16.6 | 32.9 | |
| COMBOIncremental scenario=100-10, Steps=62025.04 | 40.8 | 25.2 | 35.6 | |
| BalConpasIncremental scenario=100-10, Steps=62025.04 | 40.7 | 22.8 | 34.7 | |
| PLOPIncremental scenario=100-50, Steps=22025.04 | 40.2 | 22.4 | 34.3 | |
| BalConpasIncremental scenario=100-5, Steps=112025.04 | 36.1 | 20.3 | 30.8 | |
| COMBOIncremental scenario=100-5, Steps=112025.04 | 36.1 | 20.5 | 30.9 | |
| CoMFormerIncremental scenario=100-10, Steps=62025.04 | 36 | 17.1 | 29.7 | |
| MiBIncremental scenario=100-50, Steps=22025.04 | 35.1 | 19.3 | 29.8 | |
| CoMFormerIncremental scenario=100-5, Steps=112025.04 | 34.4 | 15.9 | 28.2 | |
| PLOPIncremental scenario=100-10, Steps=62025.04 | 30.5 | 17.5 | 26.1 | |
| PLOPIncremental scenario=100-5, Steps=112025.04 | 28.1 | 15.7 | 24 | |
| MiBIncremental scenario=100-10, Steps=62025.04 | 27.1 | 10 | 21.4 | |
| MiBIncremental scenario=100-5, Steps=112025.04 | 24 | 6.5 | 18.1 | |
| FTIncremental scenario=100-50, Steps=22025.04 | 0 | 1.3 | 0.4 | |
| FTIncremental scenario=100-10, Steps=62025.04 | 0 | 2.9 | 1 | |
| FTIncremental scenario=100-5, Steps=112025.04 | 0 | 25.8 | 8.6 | |
| FTIncremental scenario=50-50, Steps=32025.04 | 0 | 12 | 8.1 |