Pascal Context
Benchmarks
TaskDatasetSOTA resultTrendResults
PASCAL-Context (test)
13.69Normal Error
18
Pascal Context PC-59 (test)
0.635mIoU
18
PASCAL-Context
81.18ODS F-score
17
PASCAL Context 459 (val)
27.8mIoU
17
PASCAL-Context (test)
72.08odsF
16
PASCAL Context PC60 (val)
36.7mIoU
15
Pascal Context 459 classes (test)
25.8mIoU
15
PASCAL-Context (unseen)
66.7mIoU
15
PASCAL-Context (test)
70.52mIoU
14
PASCAL Context with background class
31.2mIoU
14
Pascal Context 60 classes w/ background (val)
53.9mIoU
12
Pascal Context 459
27.5mIoU
11
Pascal Context 60 classes (val)
54.3mIoU
11
Pascal Context 459
58.7Mask Accuracy
11
Pascal Context
75.75mIoU
10
PASCAL Context
0.062Loss
10
PASCAL-Context
84.67ODS F-Score
10
Pascal Context 59 without background (val)
63.4Pixel Accuracy
9
PASCAL-Context (OOD)
71.1mIoU (Fog)
8
PASCAL-Context (Clean)
73.79mIoU
8
PASCAL-Context (test)
63.05mIoU
7
Pascal Context 2014
51.1mIoU
7
PASCAL-Context (val)
73odsF
7
PASCAL-Context (val)
14.15mErr
7
PASCAL-Context (val)
84.81maxF
7