When Confidence Fails: Revisiting Pseudo-Label Selection in Semi-supervised Semantic Segmentation

Benchmark Model Rank Results
semi-supervised-semantic-segmentation-on-coco-1-256-labeledCSL#4Validation mIoU: 42.3
semi-supervised-semantic-segmentation-on-coco-1-32-labeledCSL#4Validation mIoU: 51.2
semi-supervised-semantic-segmentation-on-coco-1-512-labeledCSL#4Validation mIoU: 35.1
semi-supervised-semantic-segmentation-on-coco-1-64-labeledCSL#4Validation mIoU: 49.7
semi-supervised-semantic-segmentation-on-pascal-voc-2012-1464-labelsCSL#5Validation mIoU: 82.3
semi-supervised-semantic-segmentation-on-pascal-voc-2012-183-labeledCSL#6Validation mIoU: 79.6
semi-supervised-semantic-segmentation-on-pascal-voc-2012-732-labeledCSL#6Validation mIoU: 80.9
semi-supervised-semantic-segmentation-on-pascal-voc-2012-92-labeledCSL#8Validation mIoU: 76.8