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Benchmarks
Continual Semantic Segmentation on Pascal VOC 15-1 scenario, Disjoint 2012 (val)
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79.8
mIoU (0-15)
Joint
1.592
21.896
42.2
62.504
Mar 10, 2022
mIoU (0-15)
mIoU (16-20)
mIoU (All)
Updated 3d ago
Evaluation Results
Method
Method
Links
mIoU (0-15)
mIoU (16-20)
mIoU (All)
Joint
Evaluation Step=Last step
2022.03
79.8
72.6
78.2
RCIL (Ours)
Evaluation Step=Last step
2022.03
66.1
18.2
54.7
SDR
Evaluation Step=Last step
2022.03
59.4
14.3
48.7
PLOP
Evaluation Step=Last step
2022.03
57.9
13.7
46.5
MiB
Evaluation Step=Last step
2022.03
48.4
12.9
39.9
ILT
Evaluation Step=Last step
2022.03
8.6
5.7
7.9
LwF
Evaluation Step=Last step
2022.03
5.8
3.6
5.3
Fine-tuning
Evaluation Step=Last step
2022.03
4.6
1.8
3.8
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