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Benchmarks
Continual Semantic Segmentation on Cityscapes 14-1 6 tasks
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76.52
mIoU (Classes 1-14)
PILOT
54.2536
60.0343
65.815
71.5957
Jun 29, 2021
Apr 23, 2022
Feb 16, 2023
Dec 12, 2023
Oct 5, 2024
Jul 31, 2025
May 26, 2026
mIoU (Classes 1-14)
mIoU (Classes 15-19)
mIoU (All Classes)
mIoU (Average)
Updated 7d ago
Evaluation Results
Method
Method
Links
mIoU (Classes 1-14)
mIoU (Classes 15-19)
mIoU (All Classes)
mIoU (Average)
PILOT
Backbone=PIDNet
2026.05
76.52
49.2
70.21
-
TOPICS
Backbone=ResNet-101
2026.05
73.03
42.47
61.74
-
DKD
Backbone=ResNet-101
2026.05
68.83
14.7
51.86
-
MiB
Backbone=ResNet-101
2026.05
66.37
14.36
50.05
-
MiB + AWT
Backbone=ResNet-101
2026.05
65.6
19.19
50.72
-
PLOP
Backbone=ResNet-101
2026.05
63.54
15.38
48.33
-
PLOPLong
cosine normalization=t...
2021.06
58.6
15.04
47.71
54.31
PLOP
2021.06
56.59
13.07
45.71
51.28
MiB
2021.06
55.11
12.91
44.56
49.76
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