OpenCodePapers
semi-supervised-semantic-segmentation-on-24
Semantic Segmentation
Semi-Supervised Semantic Segmentation
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ModelName
ReleaseDate
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Learning from Spatio-temporal Correlation for Semi-Supervised LiDAR Semantic Segmentation
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52.2
61.1
62.9
62.8
63.1
64.1
64.3
PLE (Voxel)
2024-10-09
Learning from Spatio-temporal Correlation for Semi-Supervised LiDAR Semantic Segmentation
✓ Link
47.3
59.2
61.7
LaserMix (Voxel)
2024-10-09
Learning from Spatio-temporal Correlation for Semi-Supervised LiDAR Semantic Segmentation
✓ Link
46.2
51.5
54.3
58.1
PLE (CENet, Range view)
2024-10-09
360$^\circ$ from a Single Camera: A Few-Shot Approach for LiDAR Segmentation
59.5
62.4
64.2
66.1
57.7
360° from a Single Camera: A Few-Shot Approach for LiDAR Segmentation (All)
2023-09-12
What Can be Seen is What You Get: Structure Aware Point Cloud Augmentation
50.9
64.0
64.9
SAPCA (Cylinder3D)
2022-06-20
LaserMix for Semi-Supervised LiDAR Semantic Segmentation
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50.6
60.0
61.9
62.3
LaserMix (Voxel)
2022-06-30
Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results
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45.4
57.1
59.2
60.0
MeanTeacher (Voxel)
2017-03-06
LaserMix for Semi-Supervised LiDAR Semantic Segmentation
✓ Link
43.4
58.8
59.4
61.4
LaserMix (Range View)
2022-06-30
Unsupervised Domain Adaptation for Semantic Segmentation via Class-Balanced Self-Training
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39.9
53.4
56.1
56.9
CBST (Range View)
2018-09-01
Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results
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37.5
53.1
56.1
57.4
MeanTeacher (Range View)
2017-03-06
Semi-supervised semantic segmentation needs strong, varied perturbations
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37.4
54.3
56.6
57.6
CutMix-Seg (Range View)
2019-06-05
Semi-Supervised Semantic Segmentation with Cross Pseudo Supervision
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36.5
52.3
56.3
57.4
CPS (Range View)
2021-06-02