OpenCodePapers
semi-supervised-semantic-segmentation-on-23
Semantic Segmentation
Semi-Supervised Semantic Segmentation
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ModelName
ReleaseDate
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LaserMix for Semi-Supervised LiDAR Semantic Segmentation
✓ Link
44.2
53.7
55.1
56.8
LaserMix (Voxel)
2022-06-30
Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results
✓ Link
41.0
50.1
52.8
53.9
MeanTeacher (Voxel)
2017-03-06
Cylindrical and Asymmetrical 3D Convolution Networks for LiDAR Segmentation
✓ Link
39.2
48.0
52.1
53.8
Sup.-only (Voxel)
2020-11-19
LaserMix for Semi-Supervised LiDAR Semantic Segmentation
✓ Link
38.3
54.4
55.6
58.7
LaserMix (Range View)
2022-06-30
Semi-supervised semantic segmentation needs strong, varied perturbations
✓ Link
36.7
50.7
52.9
54.3
CutMix-Seg (Range View)
2019-06-05
Unsupervised Domain Adaptation for Semantic Segmentation via Class-Balanced Self-Training
✓ Link
35.7
50.7
52.7
54.6
CBST (Range View)
2018-09-01
Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results
✓ Link
34.2
49.8
51.6
53.3
MeanTeacher (Range View)
2017-03-06
Semi-Supervised Semantic Segmentation with Cross Pseudo Supervision
✓ Link
33.7
50.0
52.8
54.6
CPS (Range View)
2021-06-02
FIDNet: LiDAR Point Cloud Semantic Segmentation with Fully Interpolation Decoding
✓ Link
33.1
47.7
49.9
52.5
Sup.-only (Range View)
2021-09-08