Few-shot Semantic Segmentation on COCO 5-shot 20i
58.9mIoU
FPTrans
Updated 3d ago
Evaluation Results
| Method | Links | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2022.10 | 58.9 | - | - | - | - | - | - | - | - | - | - | 54.2 | 62.5 | 61.3 | 57.6 | |
2022.10 | 56.8 | - | - | - | - | - | - | - | - | - | - | 53.9 | 60.1 | 58.9 | 54.4 | |
2024.09 | 55.3 | 50.4 | 59.9 | 57.6 | 53.3 | 75.1 | - | - | - | - | - | - | - | - | - | |
2024.09 | 54.5 | 50.1 | 58.5 | 56.3 | 53.1 | 74.5 | - | - | - | - | - | - | - | - | - | |
2024.09 | 53.9 | 50.3 | 60.1 | 53.4 | 50.9 | - | - | - | - | - | - | - | - | - | - | |
2022.10 | 53.8 | - | - | - | - | - | - | - | - | - | - | 49.9 | 56.5 | 55.4 | 53.2 | |
2024.09 | 53.4 | 58.1 | 52.9 | 49.9 | 52.5 | - | - | - | - | - | - | - | - | - | - | |
2024.09 | 53.1 | 52.6 | 53.3 | 53.5 | 52.8 | - | - | - | - | - | - | - | - | - | - | |
2024.09 | 51.9 | 48 | 58 | 54.3 | 47.1 | 73.3 | - | - | - | - | - | - | - | - | - | |
2024.09 | 51.2 | 49.3 | 54.2 | 51.6 | 49.6 | - | - | - | - | - | - | - | - | - | - | |
2022.10 | 51.2 | - | - | - | - | - | - | - | - | - | - | 49.3 | 54.2 | 51.6 | 49.6 | |
2024.09 | 51.1 | 52 | 54.5 | 47.9 | 49.8 | 73 | - | - | - | - | - | - | - | - | - | |
2024.09 | 50.9 | 47 | 54.7 | 51.7 | 50 | - | - | - | - | - | - | - | - | - | - | |
2022.10 | 50.8 | - | - | - | - | - | - | - | - | - | - | 48.2 | 53.5 | 52.9 | 48.8 | |
2024.09 | 50.7 | 47.3 | 55.1 | 50.1 | 50.1 | 70.9 | - | - | - | - | - | - | - | - | - | |
2024.09 | 50.3 | 50.1 | 51 | 50.4 | 49.6 | - | - | - | - | - | - | - | - | - | - | |
2022.07 | 50.2 | 47.4 | 54.5 | 50.4 | 49.6 | - | - | - | - | - | - | - | - | - | - | |
2024.09 | 49.5 | 45.9 | 53 | 51.8 | 47.1 | 72.4 | - | - | - | - | - | - | - | - | - | |
2022.07 | 49.5 | 45.9 | 53 | 51.8 | 47.1 | - | - | - | - | - | - | - | - | - | - | |
2022.10 | 49.5 | - | - | - | - | - | - | - | - | - | - | 45.9 | 53 | 51.8 | 47.1 | |
2024.09 | 49 | 47.7 | 51.7 | 47 | 49.3 | 71.8 | - | - | - | - | - | - | - | - | - | |
2024.09 | 48.6 | 47.5 | 53.3 | 47.3 | 46.4 | 70.3 | - | - | - | - | - | - | - | - | - | |
2024.09 | 48.6 | 44.3 | 52.4 | 49.3 | 48.4 | - | - | - | - | - | - | - | - | - | - | |
2024.09 | 48.3 | 45.9 | 50.5 | 50.7 | 46 | 71.7 | - | - | - | - | - | - | - | - | - | |
2024.09 | 47.7 | 47.2 | 54.9 | 43.4 | 45.4 | 70.6 | - | - | - | - | - | - | - | - | - | |
2024.09 | 47.2 | 47.3 | 52.4 | 44.3 | 44.9 | 69.5 | - | - | - | - | - | - | - | - | - | |
2024.09 | 46.9 | 43.3 | 51.3 | 48.2 | 45 | 70.7 | - | - | - | - | - | - | - | - | - | |
2022.07 | 46.9 | 43.3 | 51.3 | 48.2 | 45 | - | - | - | - | - | - | - | - | - | - | |
2022.10 | 46.9 | - | - | - | - | - | - | - | - | - | - | 43.3 | 51.3 | 48.2 | 45 | |
2024.09 | 46.7 | 43.2 | 50.8 | 45.8 | 47.1 | 62.8 | - | - | - | - | - | - | - | - | - | |
2022.04 | 46.48 | - | - | - | - | - | - | 45.82 | 49.66 | 43.69 | 46.62 | - | - | - | - | |
2022.07 | 46.2 | 57.8 | 47 | 40.2 | 39.9 | - | - | - | - | - | - | - | - | - | - | |
2024.09 | 45.6 | 41.1 | 48.9 | 45.2 | 47 | - | - | - | - | - | - | - | - | - | - | |
2024.09 | 45.1 | 41 | 49.5 | 43 | 46.9 | - | - | - | - | - | - | - | - | - | - | |
2021.03 | 45.1 | - | 57.8 | 47.1 | 37.8 | - | 37.6 | - | - | - | - | - | - | - | - | |
2024.09 | 44.58 | 42.69 | 48.94 | 42.98 | 43.69 | - | - | - | - | - | - | - | - | - | - | |
2021.03 | 44.4 | - | 57 | 46.2 | 37.3 | - | 37.2 | - | - | - | - | - | - | - | - | |
2022.07 | 44.4 | 57 | 46.2 | 37.3 | 37.2 | - | - | - | - | - | - | - | - | - | - | |
2022.07 | 44.1 | 40.6 | 47 | 45.1 | 43.9 | - | - | - | - | - | - | - | - | - | - | |
2024.09 | 43.2 | 42.3 | 44.4 | 44.2 | 41.7 | 69.6 | - | - | - | - | - | - | - | - | - | |
2024.09 | 42.7 | 40.4 | 46.8 | 43.2 | 40.5 | 65.8 | - | - | - | - | - | - | - | - | - | |
2020.03 | 42.7 | 40.4 | 46.8 | 43.2 | 40.5 | - | - | - | - | - | - | - | - | - | - | |
2022.04 | 42.7 | - | - | - | - | - | - | 40.4 | 46.8 | 43.2 | 40.5 | - | - | - | - | |
2024.09 | 42.1 | 39.7 | 41.8 | 41.6 | 45.4 | - | - | - | - | - | - | - | - | - | - | |
2024.09 | 42 | 38.5 | 46.7 | 39.4 | 43.2 | - | - | - | - | - | - | - | - | - | - | |
2022.07 | 42 | 38.5 | 46.7 | 39.4 | 43.2 | - | - | - | - | - | - | - | - | - | - | |
2022.10 | 41.6 | - | - | - | - | - | - | - | - | - | - | 39.3 | 45.4 | 39.7 | 41.8 | |
2021.03 | 41.4 | - | 54.9 | 42.1 | 34.9 | - | 33.6 | - | - | - | - | - | - | - | - | |
2024.09 | 41.3 | 40.1 | 43.8 | 39 | 42.4 | - | - | - | - | - | - | - | - | - | - | |
2022.04 | 41.3 | - | - | - | - | - | - | 40.1 | 43.8 | 39 | 42.4 | - | - | - | - | |
2022.07 | 41.3 | 40.1 | 43.8 | 39 | 42.4 | - | - | - | - | - | - | - | - | - | - | |
2022.07 | 41.3 | 53.8 | 41.5 | 36 | 33.7 | - | - | - | - | - | - | - | - | - | - | |
2024.09 | 40.8 | 44.1 | 40.4 | 38.4 | 40.3 | 68.2 | - | - | - | - | - | - | - | - | - | |
2021.03 | 40.6 | - | 54.1 | 41.2 | 34.1 | - | 33.1 | - | - | - | - | - | - | - | - | |
2022.07 | 40.6 | 54.1 | 41.2 | 34.1 | 33.1 | - | - | - | - | - | - | - | - | - | - | |
2021.03 | 39.9 | 38.9 | 40.5 | 41.5 | 38.7 | - | - | - | - | - | - | - | - | - | - | |
2024.09 | 39 | 36.5 | 43.3 | 37.8 | 38.4 | - | - | - | - | - | - | - | - | - | - | |
2024.09 | 38.5 | 39 | 40.8 | 37.1 | 37.3 | - | - | - | - | - | - | - | - | - | - | |
2024.09 | 38.5 | 40.1 | 39 | 35.9 | 38.8 | 62.8 | - | - | - | - | - | - | - | - | - | |
2021.03 | 38.5 | 39 | 40.8 | 37.1 | 37.3 | - | - | - | - | - | - | - | - | - | - | |
2022.04 | 38.2 | - | - | - | - | - | - | 37 | 40.3 | 39.3 | 36 | - | - | - | - | |
2021.03 | 37.4 | 38.5 | 38.6 | 38.2 | 34.3 | - | - | - | - | - | - | - | - | - | - | |
2021.03 | 37.4 | - | 38.5 | 38.6 | 38.2 | - | 34.3 | - | - | - | - | - | - | - | - | |
2022.10 | 37.4 | - | - | - | - | - | - | - | - | - | - | 38.5 | 38.6 | 38.2 | 34.3 | |
2021.03 | 36.7 | - | 48.9 | 31.4 | 36 | - | 30.6 | - | - | - | - | - | - | - | - | |
2022.07 | 36.7 | 48.9 | 31.4 | 36 | 30.6 | - | - | - | - | - | - | - | - | - | - | |
2020.03 | 36.2 | 48.3 | 30.9 | 35.7 | 30.2 | - | - | - | - | - | - | - | - | - | - | |
2024.09 | 35.5 | 33.8 | 42 | 33 | 33.3 | - | - | - | - | - | - | - | - | - | - | |
2020.03 | 35.5 | 33.8 | 42 | 33 | 33.3 | - | - | - | - | - | - | - | - | - | - | |
2021.03 | 35.5 | - | 33.8 | 42 | 33 | - | 33.3 | - | - | - | - | - | - | - | - | |
2022.07 | 35.5 | 33.8 | 42 | 33 | 33.3 | - | - | - | - | - | - | - | - | - | - | |
2024.09 | 34.3 | 33 | 40.6 | 30.3 | 33.3 | - | - | - | - | - | - | - | - | - | - | |
2021.03 | 33.8 | - | 45.9 | 29.2 | 30.6 | - | 29.6 | - | - | - | - | - | - | - | - | |
2022.07 | 33.8 | 45.9 | 29.2 | 30.6 | 29.6 | - | - | - | - | - | - | - | - | - | - | |
2020.03 | 29.7 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2020.03 | 29.6 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.03 | 29.6 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.10 | 29.6 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2020.03 | 27.9 | 36.6 | 27.1 | 25.9 | 21.9 | - | - | - | - | - | - | - | - | - | - | |
2020.03 | 27.9 | 26 | 32.4 | 26.1 | 27 | - | - | - | - | - | - | - | - | - | - | |
2020.03 | 25.1 | 22.6 | 22 | 24.2 | 31.7 | - | - | - | - | - | - | - | - | - | - | |
2024.09 | 23.7 | 19.1 | 21.5 | 23.9 | 30.1 | - | - | - | - | - | - | - | - | - | - | |
2021.03 | 23.7 | 19.1 | 21.5 | 23.9 | 30.1 | - | - | - | - | - | - | - | - | - | - | |
2022.04 | 23.65 | - | - | - | - | - | - | 19.13 | 21.46 | 23.93 | 30.08 | - | - | - | - | |
2020.03 | 22.6 | 20.9 | 19.2 | 21.9 | 28.4 | - | - | - | - | - | - | - | - | - | - |