Window Normalization: Enhancing Point Cloud Understanding by Unifying Inconsistent Point Densities

Benchmark Model Rank Results
semantic-segmentation-on-s3disWindowNorm+StratifiedTransformer#8Mean IoU: 77.6mAcc: 85.8oAcc: 91.7Number of params: 8.2M…
semantic-segmentation-on-s3disWindowNorm+PointTransformer#18Mean IoU: 74.1mAcc: 82.5oAcc: 90.2Number of params: 8.0M…
semantic-segmentation-on-s3dis-area5WindowNorm+StratifiedTransformer#19mIoU: 72.2mAcc: 78.2oAcc: 91.4Number of params: N/A
semantic-segmentation-on-s3dis-area5WindowNorm+PointTransformer#25mIoU: 71.4mAcc: 77.9oAcc: 91.1Number of params: N/A