MFNet (ResNet-50)

Reported on 3 benchmarks across 3 tasks · 1 paper · 3 SOTA

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

Methodology2 results

Few-Shot LearningonCOCO-20i (2-way 1-shot)
mIoU· 2021-10-30
24.1
best: 34.6 (Label Anything (Vit-B/16-SAM))
SOTA
MFNet: Multi-class Few-shot Segmentation Network with Pixel-wise Metric Learning arXiv:2111.00232
Meta-LearningonCOCO-20i (2-way 1-shot)
mIoU· 2021-10-30
24.1
best: 34.6 (Label Anything (Vit-B/16-SAM))
SOTA
MFNet: Multi-class Few-shot Segmentation Network with Pixel-wise Metric Learning arXiv:2111.00232

Computer Vision1 result

Few-Shot Semantic SegmentationonCOCO-20i (2-way 1-shot)
mIoU· 2021-10-30
24.1
best: 34.6 (Label Anything (Vit-B/16-SAM))
SOTA
MFNet: Multi-class Few-shot Segmentation Network with Pixel-wise Metric Learning arXiv:2111.00232