ECSSD
Benchmarks
TaskDatasetSOTA resultTrendResults
ECSSD
0.02MAE
249
ECSSD (test)
92.7S-measure (Sa)
104
ECSSD 1,000 images (test)
0.017MAE
68
ECSSD 1000
0.015MAE
29
ECSSD
96.6F-measure (F_beta)
25
ECSSD 31 (test)
0.835mIoU
20
ECSSD 41 (test)
94.5MaxF
20
ECSSD
0.674Area
16
ECSSD LQ-1 (unseen)
81.6IoU
15
ECSSD LQ-2 (unseen)
0.797IoU
15
ECSSD LQ-3 (unseen)
74.1IoU
15
ECSSD (test)
23.45MSE
13
ECSSD 39 (test)
93.9maxF
13
ECSSD 43 (test)
94F-beta Score
13
ECSSD Robustseg-Style Degradation (unseen)
0.861IoU
12
ECSSD LQ-1
88IoU
12
ECSSD LQ-2
0.857IoU
12
ECSSD LQ-3
80.1IoU
12
ECSSD (test)
87.4Max FB
12
ECSSD 55 (test)
94.4Accuracy
11
ECSSD
5.54Running time per epoch (s)
10
ECSSD (test)
91.9Dice
10
ECSSD (LQ-1)
82.57IoU
9
ECSSD LQ-2
79.76IoU
9
ECSSD LQ-3
73.35IoU
9