PANet (ResNet-50)

Reported on 4 benchmarks across 4 tasks · 2 papers · 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· 2019-08-18
18
best: 34.6 (Label Anything (Vit-B/16-SAM))
SOTA
PANet: Few-Shot Image Semantic Segmentation with Prototype Alignment arXiv:1908.06391
Meta-LearningonCOCO-20i (2-way 1-shot)
mIoU· 2019-08-18
18
best: 34.6 (Label Anything (Vit-B/16-SAM))
SOTA
PANet: Few-Shot Image Semantic Segmentation with Prototype Alignment arXiv:1908.06391

Computer Vision2 results

Few-Shot Semantic SegmentationonCOCO-20i (2-way 1-shot)
mIoU· 2019-08-18
18
best: 34.6 (Label Anything (Vit-B/16-SAM))
SOTA
PANet: Few-Shot Image Semantic Segmentation with Prototype Alignment arXiv:1908.06391
Instance SegmentationonCOCO minival
mask AP· 2018-03-05
37.8
best: 56.6 (Co-DETR)
Path Aggregation Network for Instance Segmentation arXiv:1803.01534