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Benchmarks
Class-Incremental Semantic Segmentation on Pascal VOC 2-2 scenario, 10 steps 2012
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76.5
mIoU (classes 0-2)
Joint
2.972
22.061
41.15
60.239
Nov 13, 2022
mIoU (classes 0-2)
mIoU (classes 3-20)
mIoU (Overall)
Updated 3d ago
Evaluation Results
Method
Method
Links
mIoU (classes 0-2)
mIoU (classes 3-20)
mIoU (Overall)
Joint
training_mode=offline
2022.11
76.5
81.6
80.9
SSUL
memory_sampling=false
2022.11
62.4
42.5
45.3
MicroSeg
memory_sampling=false
2022.11
61.4
40.6
43.5
MicroSeg-M
memory_sampling=true
2022.11
60
50.9
52.2
SSUL-M
memory_sampling=true
2022.11
58.8
45.8
47.6
MiB
memory_sampling=false
2022.11
41.1
23.4
25.9
PLOP
memory_sampling=false
2022.11
24.1
11.9
13.7
SDR
memory_sampling=false
2022.11
13
5.1
6.2
LwF-MC
memory_sampling=false
2022.11
5.8
4.5
5.1
ILT
memory_sampling=false
2022.11
5.8
3.5
4.7
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