UniMatch V2: Pushing the Limit of Semi-Supervised Semantic Segmentation

Benchmark Model Rank Results
semi-supervised-change-detection-on-levir-cdUniMatch V2#1IoU: 83.3OA: 99.08
semi-supervised-change-detection-on-levir-cd-1UniMatch V2#1IoU: 83.8OA: 99.11
semi-supervised-change-detection-on-levir-cd-2UniMatch V2#1IoU: 84.3OA: 99.14
semi-supervised-change-detection-on-levir-cd-3UniMatch V2#2IoU: 84.3OA: 99.14
semi-supervised-change-detection-on-whu-20UniMatch V2#1IoU: 87.9OA: 99.50
semi-supervised-change-detection-on-whu-40UniMatch V2#1IoU: 88.6OA: 99.52
semi-supervised-semantic-segmentation-on-1UniMatch V2 (DINOv2-B)#1Validation mIoU: 84.5%
semi-supervised-semantic-segmentation-on-10UniMatch V2 (DINOv2-B)#1Validation mIoU: 90.8
semi-supervised-semantic-segmentation-on-2UniMatch V2 (DINOv2-B)#1Validation mIoU: 84.3%
semi-supervised-semantic-segmentation-on-22UniMatch V2 (DINOv2-B)#1Validation mIoU: 83.6
semi-supervised-semantic-segmentation-on-27UniMatch V2 (DINOv2-B)#2Validation mIoU: 86.3
semi-supervised-semantic-segmentation-on-28UniMatch V2 (DINOv2-B)#1Validation mIoU: 87.9
semi-supervised-semantic-segmentation-on-29UniMatch V2 (DINOv2-B)#1Validation mIoU: 88.9
semi-supervised-semantic-segmentation-on-30UniMatch V2 (DINOv2-B)#1Validation mIoU: 90.0
semi-supervised-semantic-segmentation-on-41UniMatch V2#1Validation mIoU: 45.0
semi-supervised-semantic-segmentation-on-42UniMatch V2#1Validation mIoU: 46.7
semi-supervised-semantic-segmentation-on-8UniMatch V2 (DINOv2-B)#1Validation mIoU: 85.1%
semi-supervised-semantic-segmentation-on-cocoUniMatch V2#2Validation mIoU: 47.9
semi-supervised-semantic-segmentation-on-coco-1UniMatch V2#1Validation mIoU: 55.8
semi-supervised-semantic-segmentation-on-coco-2UniMatch V2#1Validation mIoU: 58.7
semi-supervised-semantic-segmentation-on-coco-3UniMatch V2#1Validation mIoU: 60.4
semi-supervised-semantic-segmentation-on-coco-4UniMatch V2#1Validation mIoU: 63.3