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Models/DCP (ResNet-50)

DCP (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 LearningonCOCO-20i (5-shot)
Mean IoU· 2022-04-21
46.48
best: 67.9 (SegGPT (ViT))
Beyond the Prototype: Divide-and-conquer Proxies for Few-shot Segmentation arXiv:2204.09903
Few-Shot LearningonPASCAL-5i (1-Shot)
Mean IoU· 2022-04-21
62.8
best: 83.2 (SegGPT (ViT))
Beyond the Prototype: Divide-and-conquer Proxies for Few-shot Segmentation arXiv:2204.09903
Few-Shot LearningonCOCO-20i (1-shot)
Mean IoU· 2022-04-21
41.39
best: 59.4 (PGMA-Net (ResNet-101))
Beyond the Prototype: Divide-and-conquer Proxies for Few-shot Segmentation arXiv:2204.09903
Few-Shot LearningonPASCAL-5i (5-Shot)
Mean IoU· 2022-04-21
67.8
best: 89.8 (SegGPT (ViT))
Beyond the Prototype: Divide-and-conquer Proxies for Few-shot Segmentation arXiv:2204.09903
Meta-LearningonCOCO-20i (5-shot)
Mean IoU· 2022-04-21
46.48
best: 67.9 (SegGPT (ViT))
Beyond the Prototype: Divide-and-conquer Proxies for Few-shot Segmentation arXiv:2204.09903
Meta-LearningonPASCAL-5i (1-Shot)
Mean IoU· 2022-04-21
62.8
best: 83.2 (SegGPT (ViT))
Beyond the Prototype: Divide-and-conquer Proxies for Few-shot Segmentation arXiv:2204.09903
Meta-LearningonCOCO-20i (1-shot)
Mean IoU· 2022-04-21
41.39
best: 59.4 (PGMA-Net (ResNet-101))
Beyond the Prototype: Divide-and-conquer Proxies for Few-shot Segmentation arXiv:2204.09903
Meta-LearningonPASCAL-5i (5-Shot)
Mean IoU· 2022-04-21
67.8
best: 89.8 (SegGPT (ViT))
Beyond the Prototype: Divide-and-conquer Proxies for Few-shot Segmentation arXiv:2204.09903

Computer Vision4 results

Few-Shot Semantic SegmentationonCOCO-20i (5-shot)
Mean IoU· 2022-04-21
46.48
best: 67.9 (SegGPT (ViT))
Beyond the Prototype: Divide-and-conquer Proxies for Few-shot Segmentation arXiv:2204.09903
Few-Shot Semantic SegmentationonPASCAL-5i (1-Shot)
Mean IoU· 2022-04-21
62.8
best: 83.2 (SegGPT (ViT))
Beyond the Prototype: Divide-and-conquer Proxies for Few-shot Segmentation arXiv:2204.09903
Few-Shot Semantic SegmentationonCOCO-20i (1-shot)
Mean IoU· 2022-04-21
41.39
best: 59.4 (PGMA-Net (ResNet-101))
Beyond the Prototype: Divide-and-conquer Proxies for Few-shot Segmentation arXiv:2204.09903
Few-Shot Semantic SegmentationonPASCAL-5i (5-Shot)
Mean IoU· 2022-04-21
67.8
best: 89.8 (SegGPT (ViT))
Beyond the Prototype: Divide-and-conquer Proxies for Few-shot Segmentation arXiv:2204.09903