S4MC (R50)

Reported on 4 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.

Medical2 results

Semantic SegmentationonPASCAL VOC 2012 732 labeled
Validation mIoU· 2023-08-26
77.83
best: 90 (UniMatch V2 (DINOv2-B))
Semi-Supervised Semantic Segmentation via Marginal Contextual Information arXiv:2308.13900
Semantic SegmentationonPASCAL VOC 2012 1464 labels
Validation mIoU· 2023-08-26
0.7941
best: 90.8 (UniMatch V2 (DINOv2-B))
Semi-Supervised Semantic Segmentation via Marginal Contextual Information arXiv:2308.13900

Audio2 results

10-shot image generationonPASCAL VOC 2012 732 labeled
Validation mIoU· 2023-08-26
77.83
best: 90 (UniMatch V2 (DINOv2-B))
Semi-Supervised Semantic Segmentation via Marginal Contextual Information arXiv:2308.13900
10-shot image generationonPASCAL VOC 2012 1464 labels
Validation mIoU· 2023-08-26
0.7941
best: 90.8 (UniMatch V2 (DINOv2-B))
Semi-Supervised Semantic Segmentation via Marginal Contextual Information arXiv:2308.13900