Few-Shot Segmentation on iSAID (Target), PASCAL VOC (Source)
31.21Mean mIoUFSS-TIs
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FSS-TIsNumber of Shots=5-shot2025.09 | 31.21 | 3.34 | |
| DMTNetNumber of Shots=5-shot2025.09 | 28.13 | 4.13 | |
| IFANumber of Shots=5-shot2025.09 | 27.83 | 4.27 | |
| ABCDFSSNumber of Shots=5-shot2025.09 | 27.36 | 8.37 | |
| APM-MNumber of Shots=5-shot2025.09 | 26.76 | 4.17 | |
| DR-AdapterNumber of Shots=5-shot2025.09 | 26.43 | 4.22 | |
| PMNetNumber of Shots=5-shot2025.09 | 26.42 | 4.38 | |
| FSS-TIsNumber of Shots=1-shot2025.09 | 24.51 | 3.62 | |
| PATNetNumber of Shots=5-shot2025.09 | 22.67 | 4.42 | |
| DMTNetNumber of Shots=1-shot2025.09 | 22.16 | 4.38 | |
| IFANumber of Shots=1-shot2025.09 | 21.67 | 4.66 | |
| ABCDFSSNumber of Shots=1-shot2025.09 | 21.32 | 8.62 | |
| DR-AdapterNumber of Shots=1-shot2025.09 | 20.82 | 4.42 | |
| APM-MNumber of Shots=1-shot2025.09 | 20.67 | 4.33 | |
| PMNetNumber of Shots=1-shot2025.09 | 20.17 | 4.62 | |
| PATNetNumber of Shots=1-shot2025.09 | 17.54 | 4.71 |