Few-Shot Segmentation on COCO-20
48.7mIoUCST
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CSTShots=5, # learn. params.=0.4M2023.07 | 48.7 | 73.7 | |
| DACMShots=52023.07 | 48.1 | 71.6 | |
| ASNetShots=5, # learn. params.=1.3M2023.07 | 47.9 | 71.6 | |
| HSNetShots=5, # learn. params.=2.6M2023.07 | 46.9 | 70.7 | |
| SSPShots=5, # learn. params.=8.7M2023.07 | 44.1 | — | |
| CSTShots=1, # learn. params.=0.4M2023.07 | 44 | 70.3 | |
| CMNShots=52023.07 | 43.1 | 63.3 | |
| ASNetShots=1, # learn. params.=1.3M2023.07 | 42.2 | 68.8 | |
| RePRIShots=52023.07 | 42.1 | — | |
| MLCShots=5, # learn. params.=8.7M2023.07 | 40.6 | — | |
| DACMShots=12023.07 | 40.6 | 68.9 | |
| NTRENetShots=52023.07 | 40.3 | 69.2 | |
| NTRENetShots=12023.07 | 39.3 | 68.5 | |
| CMNShots=12023.07 | 39.3 | 61.7 | |
| HSNetShots=1, # learn. params.=2.6M2023.07 | 39.2 | 68.2 | |
| MMNetShots=5, # learn. params.=10.4M2023.07 | 38.2 | — | |
| MMNetShots=1, # learn. params.=10.4M2023.07 | 37.5 | — | |
| SSPShots=1, # learn. params.=8.7M2023.07 | 37.4 | — | |
| RPMMShots=5, # learn. params.=38.6M2023.07 | 35.5 | — | |
| RePRIShots=12023.07 | 34 | — | |
| MLCShots=1, # learn. params.=8.7M2023.07 | 33.9 | — | |
| RPMMShots=1, # learn. params.=38.6M2023.07 | 30.6 | — |