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Models/CANet (SCL, ResNet-50)

CANet (SCL, ResNet-50)

Reported on 12 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.

Methodology8 results

Few-Shot LearningonPASCAL-5i (1-Shot)
FB-IoU· 2021-03-30
70.3
best: 86.2 (PGMA-Net (ResNet-101))
Self-Guided and Cross-Guided Learning for Few-Shot Segmentation arXiv:2103.16129
Few-Shot LearningonPASCAL-5i (1-Shot)
Mean IoU· 2021-03-30
57.5
best: 83.2 (SegGPT (ViT))
Self-Guided and Cross-Guided Learning for Few-Shot Segmentation arXiv:2103.16129
Few-Shot LearningonPASCAL-5i (5-Shot)
FB-IoU· 2021-03-30
70.7
best: 86.9 (PGMA-Net (ResNet-101))
Self-Guided and Cross-Guided Learning for Few-Shot Segmentation arXiv:2103.16129
Few-Shot LearningonPASCAL-5i (5-Shot)
Mean IoU· 2021-03-30
59.2
best: 89.8 (SegGPT (ViT))
Self-Guided and Cross-Guided Learning for Few-Shot Segmentation arXiv:2103.16129
Meta-LearningonPASCAL-5i (1-Shot)
FB-IoU· 2021-03-30
70.3
best: 86.2 (PGMA-Net (ResNet-101))
Self-Guided and Cross-Guided Learning for Few-Shot Segmentation arXiv:2103.16129
Meta-LearningonPASCAL-5i (1-Shot)
Mean IoU· 2021-03-30
57.5
best: 83.2 (SegGPT (ViT))
Self-Guided and Cross-Guided Learning for Few-Shot Segmentation arXiv:2103.16129
Meta-LearningonPASCAL-5i (5-Shot)
FB-IoU· 2021-03-30
70.7
best: 86.9 (PGMA-Net (ResNet-101))
Self-Guided and Cross-Guided Learning for Few-Shot Segmentation arXiv:2103.16129
Meta-LearningonPASCAL-5i (5-Shot)
Mean IoU· 2021-03-30
59.2
best: 89.8 (SegGPT (ViT))
Self-Guided and Cross-Guided Learning for Few-Shot Segmentation arXiv:2103.16129

Computer Vision4 results

Few-Shot Semantic SegmentationonPASCAL-5i (1-Shot)
FB-IoU· 2021-03-30
70.3
best: 86.2 (PGMA-Net (ResNet-101))
Self-Guided and Cross-Guided Learning for Few-Shot Segmentation arXiv:2103.16129
Few-Shot Semantic SegmentationonPASCAL-5i (1-Shot)
Mean IoU· 2021-03-30
57.5
best: 83.2 (SegGPT (ViT))
Self-Guided and Cross-Guided Learning for Few-Shot Segmentation arXiv:2103.16129
Few-Shot Semantic SegmentationonPASCAL-5i (5-Shot)
FB-IoU· 2021-03-30
70.7
best: 86.9 (PGMA-Net (ResNet-101))
Self-Guided and Cross-Guided Learning for Few-Shot Segmentation arXiv:2103.16129
Few-Shot Semantic SegmentationonPASCAL-5i (5-Shot)
Mean IoU· 2021-03-30
59.2
best: 89.8 (SegGPT (ViT))
Self-Guided and Cross-Guided Learning for Few-Shot Segmentation arXiv:2103.16129