VAT + MSI (ResNet101)

Reported on 3 benchmarks across 3 tasks · 1 paper

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 -> Pascal VOC (1-shot)
Mean IoU· 2022-12-09
69.2
best: 73.9 (MSDNet (ResNet-101))
MSI: Maximize Support-Set Information for Few-Shot Segmentation arXiv:2212.04673
Meta-LearningonCOCO-20i -> Pascal VOC (1-shot)
Mean IoU· 2022-12-09
69.2
best: 73.9 (MSDNet (ResNet-101))
MSI: Maximize Support-Set Information for Few-Shot Segmentation arXiv:2212.04673

Computer Vision1 result

Few-Shot Semantic SegmentationonCOCO-20i -> Pascal VOC (1-shot)
Mean IoU· 2022-12-09
69.2
best: 73.9 (MSDNet (ResNet-101))
MSI: Maximize Support-Set Information for Few-Shot Segmentation arXiv:2212.04673