Few-Shot Segmentation on LoveDA (Target, Source PASCAL VOC)
48.36Mean mIoUFSS-TIs
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FSS-TIsNumber of Shots=5-shot2025.09 | 48.36 | 3.17 | |
| IFANumber of Shots=5-shot2025.09 | 46.13 | 3.94 | |
| DMTNetNumber of Shots=5-shot2025.09 | 45.62 | 3.85 | |
| APM-MNumber of Shots=5-shot2025.09 | 44.83 | 3.96 | |
| ABCDFSSNumber of Shots=5-shot2025.09 | 44.26 | 7.62 | |
| DR-AdapterNumber of Shots=5-shot2025.09 | 43.45 | 3.71 | |
| PMNetNumber of Shots=5-shot2025.09 | 43.41 | 4.07 | |
| FSS-TIsNumber of Shots=1-shot2025.09 | 41.96 | 3.24 | |
| PATNetNumber of Shots=5-shot2025.09 | 39.26 | 4.29 | |
| IFANumber of Shots=1-shot2025.09 | 39.26 | 4.12 | |
| DMTNetNumber of Shots=1-shot2025.09 | 38.72 | 4.31 | |
| APM-MNumber of Shots=1-shot2025.09 | 37.53 | 4.31 | |
| ABCDFSSNumber of Shots=1-shot2025.09 | 37.13 | 7.95 | |
| PMNetNumber of Shots=1-shot2025.09 | 36.19 | 4.51 | |
| DR-AdapterNumber of Shots=1-shot2025.09 | 36.16 | 4.25 | |
| PATNetNumber of Shots=1-shot2025.09 | 33.57 | 4.36 |