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Benchmarks
Class-Incremental Semantic Segmentation on Pascal VOC 19-1 scenario, 2 steps 2012
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81
mIoU (Classes 0-19)
Joint
63.736
68.218
72.7
77.182
Nov 13, 2022
mIoU (Classes 0-19)
mIoU (Class 20)
mIoU (All Classes)
Updated 3d ago
Evaluation Results
Method
Method
Links
mIoU (Classes 0-19)
mIoU (Class 20)
mIoU (All Classes)
Joint
training_mode=offline
2022.11
81
79.1
80.9
MicroSeg-M
memory_sampling=true
2022.11
79.3
62.9
78.5
MicroSeg
memory_sampling=false
2022.11
78.8
14
75.7
SSUL-M
memory_sampling=true
2022.11
77.8
49.8
76.5
SSUL
memory_sampling=false
2022.11
77.7
29.7
75.4
PLOP
memory_sampling=false
2022.11
75.4
37.4
73.5
MiB
memory_sampling=false
2022.11
71.4
23.6
69.2
SDR
memory_sampling=false
2022.11
69.1
32.6
67.4
ILT
memory_sampling=false
2022.11
67.8
10.9
65.1
LwF-MC
memory_sampling=false
2022.11
64.4
13.3
61.9
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