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Models/HDMNet (VGG-16)

HDMNet (VGG-16)

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 LearningonCOCO-20i (5-shot)
Mean IoU· 2023-03-26
52.4
best: 67.9 (SegGPT (ViT))
Hierarchical Dense Correlation Distillation for Few-Shot Segmentation arXiv:2303.14652
Few-Shot LearningonPASCAL-5i (1-Shot)
Mean IoU· 2023-03-26
65.1
best: 83.2 (SegGPT (ViT))
Hierarchical Dense Correlation Distillation for Few-Shot Segmentation arXiv:2303.14652
Few-Shot LearningonCOCO-20i (1-shot)
Mean IoU· 2023-03-26
45.9
best: 59.4 (PGMA-Net (ResNet-101))
Hierarchical Dense Correlation Distillation for Few-Shot Segmentation arXiv:2303.14652
Few-Shot LearningonPASCAL-5i (5-Shot)
Mean IoU· 2023-03-26
69.3
best: 89.8 (SegGPT (ViT))
Hierarchical Dense Correlation Distillation for Few-Shot Segmentation arXiv:2303.14652
Meta-LearningonCOCO-20i (5-shot)
Mean IoU· 2023-03-26
52.4
best: 67.9 (SegGPT (ViT))
Hierarchical Dense Correlation Distillation for Few-Shot Segmentation arXiv:2303.14652
Meta-LearningonPASCAL-5i (1-Shot)
Mean IoU· 2023-03-26
65.1
best: 83.2 (SegGPT (ViT))
Hierarchical Dense Correlation Distillation for Few-Shot Segmentation arXiv:2303.14652
Meta-LearningonCOCO-20i (1-shot)
Mean IoU· 2023-03-26
45.9
best: 59.4 (PGMA-Net (ResNet-101))
Hierarchical Dense Correlation Distillation for Few-Shot Segmentation arXiv:2303.14652
Meta-LearningonPASCAL-5i (5-Shot)
Mean IoU· 2023-03-26
69.3
best: 89.8 (SegGPT (ViT))
Hierarchical Dense Correlation Distillation for Few-Shot Segmentation arXiv:2303.14652

Computer Vision4 results

Few-Shot Semantic SegmentationonCOCO-20i (5-shot)
Mean IoU· 2023-03-26
52.4
best: 67.9 (SegGPT (ViT))
Hierarchical Dense Correlation Distillation for Few-Shot Segmentation arXiv:2303.14652
Few-Shot Semantic SegmentationonPASCAL-5i (1-Shot)
Mean IoU· 2023-03-26
65.1
best: 83.2 (SegGPT (ViT))
Hierarchical Dense Correlation Distillation for Few-Shot Segmentation arXiv:2303.14652
Few-Shot Semantic SegmentationonCOCO-20i (1-shot)
Mean IoU· 2023-03-26
45.9
best: 59.4 (PGMA-Net (ResNet-101))
Hierarchical Dense Correlation Distillation for Few-Shot Segmentation arXiv:2303.14652
Few-Shot Semantic SegmentationonPASCAL-5i (5-Shot)
Mean IoU· 2023-03-26
69.3
best: 89.8 (SegGPT (ViT))
Hierarchical Dense Correlation Distillation for Few-Shot Segmentation arXiv:2303.14652