Continual Semantic Segmentation on ADE20K 100-10 overlapped setting v2 (val)
54.11mIoU (0-100)Oracle
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| OracleBackbone=ViT-Base, Framework=SegViT, Setting=Joint Training2023.06 | 54.11 | 45.6 | 51.28 | — | |
| SegViT-CLBackbone=ViT-Base, Setting=Overlapped2023.06 | 53.77 | 35.54 | 47.7 | 50.59 | |
| OracleBackbone=ViT-Base, Setting=Joint Training2023.06 | 46.63 | 34.9 | 42.75 | — | |
| OracleBackbone=ResNet-101, Setting=Joint Training2023.06 | 44.34 | 28.21 | 39 | — | |
| REMINDERBackbone=ViT-Base, Pre-training=ImageNet-21K, Setting=Overlapped2023.06 | 43.28 | 24.33 | 37.1 | 41.76 | |
| PLOPBackbone=ViT-Base, Pre-training=ImageNet-21K, Setting=Overlapped2023.06 | 43.25 | 24.13 | 36.25 | 40.28 | |
| MiBBackbone=ViT-Base, Pre-training=ImageNet-21K, Setting=Overlapped2023.06 | 39.15 | 20.37 | 34.17 | 39.53 | |
| REMINDERBackbone=ResNet-101, Setting=Overlapped2023.06 | 38.96 | 21.28 | 33.11 | 37.47 | |
| PLOPBackbone=ResNet-101, Setting=Overlapped2023.06 | 38.59 | 14.21 | 30.52 | 34.48 | |
| MiBBackbone=ResNet-101, Setting=Overlapped2023.06 | 38.21 | 11.12 | 29.24 | 35.12 | |
| SDRBackbone=ResNet-101, Setting=Overlapped2023.06 | 37.26 | 12.13 | 28.94 | 34.48 | |
| RCILBackbone=ResNet-101, Setting=Overlapped2023.06 | 29.42 | 13.49 | 28.36 | 29.93 | |
| ILTBackbone=ResNet-101, Setting=Overlapped2023.06 | 0.11 | 3.06 | 1.09 | 12.56 |