| semi-supervised-semantic-segmentation-on-cityscapes-12-5-labeled | LaserMix (DeepLab v3+, ImageNet pre-trained ResNet50, single scale inference) | #14 | Validation mIoU: 77.1% |
| semi-supervised-semantic-segmentation-on-cityscapes-25-labeled | LaserMix (DeepLab v3+, ImageNet pre- trained ResNet50, single scale inference) | #16 | Validation mIoU: 78.3% |
| semi-supervised-semantic-segmentation-on-cityscapes-50-labeled | LaserMix (DeepLab v3+, ImageNet pre- trained ResNet50, single scale inference) | #15 | Validation mIoU: 79.1% |
| semi-supervised-semantic-segmentation-on-nuscenes | LaserMix (Voxel) | #3 | mIoU (1% Labels): 55.3mIoU (10% Labels): 69.9mIoU (20% Labels): 71.8… |
| semi-supervised-semantic-segmentation-on-nuscenes | LaserMix (Range View) | #6 | mIoU (1% Labels): 49.5mIoU (10% Labels): 68.2mIoU (20% Labels): 70.6… |
| semi-supervised-semantic-segmentation-on-scribblekitti | LaserMix (Voxel) | #1 | mIoU (1% Labels): 44.2mIoU (10% Labels): 53.7mIoU (20% Labels): 55.1… |
| semi-supervised-semantic-segmentation-on-scribblekitti | LaserMix (Range View) | #4 | mIoU (1% Labels): 38.3mIoU (10% Labels): 54.4mIoU (20% Labels): 55.6… |
| semi-supervised-semantic-segmentation-on-semantickitti | LaserMix (Voxel) | #4 | mIoU (1% Labels): 50.6mIoU (10% Labels): 60.0mIoU (20% Labels): 61.9… |
| semi-supervised-semantic-segmentation-on-semantickitti | LaserMix (Range View) | #6 | mIoU (1% Labels): 43.4mIoU (10% Labels): 58.8mIoU (20% Labels): 59.4… |