Semantic Segmentation on Pascal Semantic Segmentation ID Clean (test)
74.27mIoU (Clean)Adam-SPD
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Adam-SPDBackbone=SWIN-Tiny, Pre-trained=ImageNet21K2024.11 | 74.27 | 12.47 | |
| FTPBackbone=SWIN-Tiny, Pre-trained=ImageNet21K2024.11 | 73.79 | 11.76 | |
| L2-SPBackbone=SWIN-Tiny, Pre-trained=ImageNet21K2024.11 | 73.47 | 11.27 | |
| TPGMBackbone=SWIN-Tiny, Pre-trained=ImageNet21K2024.11 | 72.56 | 9.89 | |
| LLRDBackbone=SWIN-Tiny, Pre-trained=ImageNet21K2024.11 | 72.09 | 9.18 | |
| AdapterBackbone=SWIN-Tiny, Pre-trained=ImageNet21K2024.11 | 71.85 | 8.82 | |
| BitFitBackbone=SWIN-Tiny, Pre-trained=ImageNet21K2024.11 | 70.31 | 6.49 | |
| MARS-SPBackbone=SWIN-Tiny, Pre-trained=ImageNet21K2024.11 | 66.24 | 0.32 | |
| Vanilla FTBackbone=SWIN-Tiny, Pre-trained=ImageNet21K2024.11 | 66.03 | 0 |