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Models/MLC (ResNet-101)

MLC (ResNet-101)

Reported on 12 benchmarks across 3 tasks · 1 paper · 12 SOTA

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· 2021-03-29
45.1
best: 67.9 (SegGPT (ViT))
SOTA
Mining Latent Classes for Few-shot Segmentation arXiv:2103.15402
Few-Shot LearningonPASCAL-5i (1-Shot)
Mean IoU· 2021-03-29
63.8
best: 83.2 (SegGPT (ViT))
SOTA
Mining Latent Classes for Few-shot Segmentation arXiv:2103.15402
Few-Shot LearningonCOCO-20i (1-shot)
Mean IoU· 2021-03-29
37.5
best: 59.4 (PGMA-Net (ResNet-101))
SOTA
Mining Latent Classes for Few-shot Segmentation arXiv:2103.15402
Few-Shot LearningonPASCAL-5i (5-Shot)
Mean IoU· 2021-03-29
69.3
best: 89.8 (SegGPT (ViT))
SOTA
Mining Latent Classes for Few-shot Segmentation arXiv:2103.15402
Meta-LearningonCOCO-20i (5-shot)
Mean IoU· 2021-03-29
45.1
best: 67.9 (SegGPT (ViT))
SOTA
Mining Latent Classes for Few-shot Segmentation arXiv:2103.15402
Meta-LearningonPASCAL-5i (1-Shot)
Mean IoU· 2021-03-29
63.8
best: 83.2 (SegGPT (ViT))
SOTA
Mining Latent Classes for Few-shot Segmentation arXiv:2103.15402
Meta-LearningonCOCO-20i (1-shot)
Mean IoU· 2021-03-29
37.5
best: 59.4 (PGMA-Net (ResNet-101))
SOTA
Mining Latent Classes for Few-shot Segmentation arXiv:2103.15402
Meta-LearningonPASCAL-5i (5-Shot)
Mean IoU· 2021-03-29
69.3
best: 89.8 (SegGPT (ViT))
SOTA
Mining Latent Classes for Few-shot Segmentation arXiv:2103.15402

Computer Vision4 results

Few-Shot Semantic SegmentationonCOCO-20i (5-shot)
Mean IoU· 2021-03-29
45.1
best: 67.9 (SegGPT (ViT))
SOTA
Mining Latent Classes for Few-shot Segmentation arXiv:2103.15402
Few-Shot Semantic SegmentationonPASCAL-5i (1-Shot)
Mean IoU· 2021-03-29
63.8
best: 83.2 (SegGPT (ViT))
SOTA
Mining Latent Classes for Few-shot Segmentation arXiv:2103.15402
Few-Shot Semantic SegmentationonCOCO-20i (1-shot)
Mean IoU· 2021-03-29
37.5
best: 59.4 (PGMA-Net (ResNet-101))
SOTA
Mining Latent Classes for Few-shot Segmentation arXiv:2103.15402
Few-Shot Semantic SegmentationonPASCAL-5i (5-Shot)
Mean IoU· 2021-03-29
69.3
best: 89.8 (SegGPT (ViT))
SOTA
Mining Latent Classes for Few-shot Segmentation arXiv:2103.15402