Few-shot Semantic Segmentation on PASCAL-5^i (1-shot)
81.2mIoU
FSS-SAM3 + text
Updated 11d ago
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
2026.04 | 81.2 | 76.2 | 87.5 | 81.6 | 79.5 | - | - | 89.4 | |
2026.04 | 81 | 81.6 | 84.9 | 81.6 | 76 | - | - | 89.4 | |
2026.04 | 79.6 | 70.4 | 84.6 | 80.9 | 82.3 | - | - | 88.3 | |
2026.04 | 72.1 | 71.1 | 75.7 | 69.2 | 73.3 | - | - | - | |
2026.04 | 71.9 | 73.9 | 78.3 | 70.6 | 65.1 | - | - | - | |
2026.04 | 70.4 | 72.2 | 75.4 | 70 | 63.9 | - | - | 81.6 | |
2026.04 | 70.1 | 71.1 | 75.9 | 69.7 | 63.7 | - | - | - | |
2026.04 | 69.8 | 72.2 | 75.5 | 68.5 | 63.1 | - | - | 80.8 | |
2026.04 | 69.5 | 71.1 | 75.5 | 67 | 64.5 | - | - | - | |
2026.04 | 69.4 | 71 | 75.4 | 68.9 | 62.1 | - | - | - | |
2026.04 | 68.8 | 72.3 | 70.6 | 68.3 | 64.1 | - | - | - | |
2026.04 | 68.1 | 67.7 | 70.7 | 66.9 | 67 | - | - | - | |
2026.04 | 67.8 | 69 | 73.6 | 67.6 | 61.1 | - | - | 79.7 | |
2023.01 | 67.4 | - | - | - | - | - | - | - | |
2026.04 | 66.8 | 68.3 | 72.5 | 66.8 | 59.8 | - | - | 77.7 | |
2023.01 | 64 | - | - | - | - | - | - | - | |
2023.03 | 64 | 64.3 | 70.7 | 60.3 | 60.5 | - | - | - | |
2026.04 | 64 | 64.3 | 70.7 | 60.3 | 60.5 | - | - | - | |
2023.01 | 61.8 | - | - | - | - | - | - | - | |
2023.03 | 61.8 | 63 | 70 | 56.5 | 57.7 | - | - | - | |
2023.03 | 61.1 | 62.6 | 69.1 | 56.1 | 56.7 | - | - | - | |
2023.01 | 60.8 | - | - | - | - | - | - | - | |
2023.03 | 60.8 | 61.7 | 69.5 | 55.4 | 56.3 | - | - | - | |
2026.04 | 60.8 | 61.7 | 69.5 | 55.4 | 56.3 | - | - | - | |
2023.01 | 59.8 | - | - | - | - | - | - | - | |
2023.03 | 59.8 | 54.5 | 67.4 | 63.4 | 54 | - | - | - | |
2023.03 | 59.7 | 59.6 | 65.7 | 59.6 | 54 | - | - | - | |
2023.03 | 59.3 | 58.8 | 67.9 | 56.8 | 53.7 | - | - | - | |
2024.04 | 58.11 | - | - | - | - | 76.39 | 39.83 | - | |
2023.03 | 56.9 | 53.8 | 69.6 | 51.6 | 52.8 | - | - | - | |
2023.03 | 56.5 | 58.2 | 63.9 | 52.9 | 51.2 | - | - | - | |
2023.01 | 56.3 | - | - | - | - | - | - | - | |
2024.04 | 54.79 | - | - | - | - | 74.58 | 34.99 | - | |
2024.04 | 54.72 | - | - | - | - | 73.92 | 35.51 | - | |
2023.03 | 54.6 | 49.2 | 65.4 | 52.6 | 51.3 | - | - | - | |
2023.03 | 53.5 | 49.5 | 65.5 | 50 | 49.2 | - | - | - | |
2023.03 | 53 | 47.1 | 65.8 | 50.6 | 48.5 | - | - | - | |
2024.04 | 53 | - | - | - | - | 70.89 | 35.11 | - | |
2023.03 | 52.3 | 49.3 | 60.8 | 53.9 | 45.2 | - | - | - | |
2023.03 | 52 | - | - | - | - | - | - | - | |
2023.03 | 50.5 | 42.5 | 64.8 | 48.1 | 46.5 | - | - | - | |
2024.04 | 49.55 | - | - | - | - | 71.6 | 27.49 | - | |
2024.04 | 47.08 | - | - | - | - | 66.79 | 27.36 | - | |
2023.03 | 45.1 | - | - | - | - | - | - | - | |
2023.03 | 42.4 | 36.5 | 51.7 | 45.9 | 35.6 | - | - | - | |
2024.04 | 41.13 | - | - | - | - | 64.8 | 17.46 | - | |
2024.04 | 36.33 | - | - | - | - | 63.8 | 8.86 | - | |
2024.04 | 33.32 | - | - | - | - | 46.68 | 19.96 | - | |
2024.04 | 21.57 | - | - | - | - | 31.88 | 11.25 | - | |
2024.04 | 15.63 | - | - | - | - | 20.76 | 10.5 | - | |
2024.04 | 5.66 | - | - | - | - | 8.88 | 2.44 | - | |
2024.04 | 5.58 | - | - | - | - | 8.73 | 2.42 | - | |
2024.04 | 5.5 | - | - | - | - | 8.32 | 2.67 | - |