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Benchmarks
Class-Incremental Semantic Segmentation on Pascal VOC 15-5 scenario (2 steps 2012)
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82.7
mIoU (0-15)
Joint
56.388
63.219
70.05
76.881
Nov 13, 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
training_mode=offline
2022.11
82.7
75
80.9
MicroSeg-M
memory_sampling=true
2022.11
82
59.2
76.6
MicroSeg
memory_sampling=false
2022.11
80.4
52.8
73.8
SSUL-M
memory_sampling=true
2022.11
78.4
53.8
73
SSUL
memory_sampling=false
2022.11
77.8
50.1
71.2
MiB
memory_sampling=false
2022.11
76.4
50
70.1
PLOP
memory_sampling=false
2022.11
75.7
51.7
70.1
ILT
memory_sampling=false
2022.11
67.1
39.2
60.5
LwF-MC
memory_sampling=false
2022.11
58.1
35
52.3
SDR
memory_sampling=false
2022.11
57.4
52.6
69.9
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