GuidedMix-Net(DeepLab v2 with ResNet50, ImageNet pretrained)

Reported on 2 benchmarks across 2 tasks · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Medical1 result

Semantic SegmentationonPASCAL VOC 2012 1464 labels
Validation mIoU· 2021-06-29
73.7
best: 90.8 (UniMatch V2 (DINOv2-B))
GuidedMix-Net: Learning to Improve Pseudo Masks Using Labeled Images as Reference arXiv:2106.15064

Audio1 result

10-shot image generationonPASCAL VOC 2012 1464 labels
Validation mIoU· 2021-06-29
73.7
best: 90.8 (UniMatch V2 (DINOv2-B))
GuidedMix-Net: Learning to Improve Pseudo Masks Using Labeled Images as Reference arXiv:2106.15064