Segmentation
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
91Accuracy
14
Feb 26, 2026
90.1Accuracy
14
Feb 26, 2026
74.48Dice Score
13
Jun 16, 2026
89.29Dice Score
13
Jun 16, 2026
82.2Macro Dice
13
Jun 4, 2026
57.8LM-O
13
May 14, 2026
94.7Dice Score
13
Mar 17, 2026
86.3Mean IoU
13
Mar 10, 2026
59.22Mean mIoU
13
Mar 10, 2026
95.23Mean mIoU
13
Mar 10, 2026
83.04Mean IoU
13
Mar 10, 2026
58.05Performance (1-shot)
13
Feb 26, 2026
79.561-shot Acc
13
Feb 26, 2026
65.181-shot Score
13
Feb 26, 2026
78.721-shot Score
13
Feb 26, 2026
72.09IOU
13
Feb 26, 2026
80.63IOU
13
Feb 26, 2026
85.58IoU
13
Feb 26, 2026
79.71DSC
13
Feb 26, 2026
0.824Mean Dice Score
13
Feb 26, 2026
0.703F1 Score
13
Feb 26, 2026
96.2AUROC
12
Jun 30, 2026
84.1AUROC
12
Jun 30, 2026
83.2AUROC
12
Jun 30, 2026
82Total Dice
12
May 26, 2026