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Class-Incremental Semantic Segmentation on Pascal VOC 5-3 scenario 6 steps 2012
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81.4
mIoU (0-5)
Joint
3.4
23.65
43.9
64.15
Nov 13, 2022
mIoU (0-5)
mIoU (6-20)
mIoU (Overall)
Updated 3d ago
Evaluation Results
Method
Method
Links
mIoU (0-5)
mIoU (6-20)
mIoU (Overall)
Joint
training_mode=offline
2022.11
81.4
80.7
80.9
MicroSeg
memory_sampling=false
2022.11
77.6
59
64.3
MicroSeg-M
memory_sampling=true
2022.11
74.8
60.5
64.6
SSUL
memory_sampling=false
2022.11
72.4
50.7
56.9
SSUL-M
memory_sampling=true
2022.11
71.3
53.2
58.4
MiB
memory_sampling=false
2022.11
57.1
42.6
46.7
PLOP
memory_sampling=false
2022.11
17.5
19.2
18.7
SDR
memory_sampling=false
2022.11
12.1
6.5
8.1
ILT
memory_sampling=false
2022.11
8.6
22.5
31.7
LwF-MC
memory_sampling=false
2022.11
6.4
8.4
6.9
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