Few-shot Semantic Segmentation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
75.8mIoU
178
Apr 8, 2026
86.9FB-IoU
177
Feb 26, 2026
58.9mIoU
98
Jun 26, 2026
82.6mIoU
96
Feb 26, 2026
53.9mIoU (Overall)
93
Jun 26, 2026
71.9mIoU (mean)
79
Feb 26, 2026
56.8mIoU Mean
78
Feb 26, 2026
82.5Mean Score
76
Jul 1, 2026
60.7mIoU (Overall)
70
Feb 26, 2026
85.8mIoU
70
Feb 26, 2026
71.65-Shot mIoU
65
Feb 26, 2026
90.8mIoU
64
Feb 26, 2026
90.6mIoU
58
Feb 26, 2026
76.9mIoU
57
Jun 24, 2026
70.93mIoU (Average)
53
Jun 24, 2026
81.2mIoU
53
Apr 8, 2026
49.26mIoU (Fold 0)
38
Feb 26, 2026
74.4mIoU
32
Feb 26, 2026
87.14Score (Chest X-ray)
31
Jun 24, 2026
77.9mIoU
22
May 20, 2026
87.9mIoU
22
May 20, 2026
85.8mIoU
22
May 20, 2026
68.8mIoU
22
May 20, 2026
63.4mIoU
22
May 20, 2026
51.1mIoU
22
May 20, 2026