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Benchmarks
Continual Semantic Segmentation on Pascal VOC 10-1 scenario, Disjoint 2012 (val)
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79.8
mIoU (Classes 0-10)
Joint
3.36
23.205
43.05
62.895
Mar 10, 2022
mIoU (Classes 0-10)
mIoU (Classes 11-20)
mIoU (All)
Updated 3d ago
Evaluation Results
Method
Method
Links
mIoU (Classes 0-10)
mIoU (Classes 11-20)
mIoU (All)
Joint
Evaluation Step=Last step
2022.03
79.8
72.6
78.2
RCIL (Ours)
Evaluation Step=Last step
2022.03
30.6
4.7
18.2
SDR
Evaluation Step=Last step
2022.03
17.3
11
14.3
PLOP
Evaluation Step=Last step
2022.03
9.7
7
8.4
MiB
Evaluation Step=Last step
2022.03
9.5
4.1
6.9
ILT
Evaluation Step=Last step
2022.03
7.5
3.2
5.4
LwF
Evaluation Step=Last step
2022.03
7.2
1.2
4.3
Fine-tuning
Evaluation Step=Last step
2022.03
6.3
1.1
3.8
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