Few-shot Segmentation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
76.8mIoU (Fold 0)
325
Feb 26, 2026
60mIoU
174
Feb 26, 2026
47Inference Time (ms)
105
Feb 26, 2026
62.5mIoU
93
Jul 1, 2026
74.2mIoU (Mean)
83
Feb 26, 2026
91mIoU
82
Mar 23, 2026
53.4mIoU (S0)
78
Jul 1, 2026
75.9mIoU (5^0)
77
Jun 26, 2026
69.13mIoU
71
Feb 26, 2026
91.7mIoU
64
Jun 29, 2026
61.8Mean Score
55
Feb 26, 2026
73.6mIoU
51
May 20, 2026
62.25mIoU
48
Feb 26, 2026
78mIoU
44
Feb 26, 2026
73.6mIoU (S0)
42
Feb 26, 2026
70.4mIoU
40
Feb 26, 2026
50.6mIoU
36
Feb 26, 2026
79.8mIoU
34
Jul 1, 2026
83Dice (Clean)
24
Feb 26, 2026
86.51mIoU (1-shot)
23
Jun 24, 2026
70.1mIoU
23
Jul 1, 2026
48.7mIoU
22
Feb 26, 2026
60Dice Score
20
Feb 26, 2026
90.6mIoU
20
Feb 26, 2026
82.1Dice Score
19
Jun 26, 2026