ASR (VGG-16)

Reported on 6 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.

Methodology4 results

Few-Shot LearningonPASCAL-5i (1-Shot)
Mean IoU· 2021-06-01
55.66
best: 83.2 (SegGPT (ViT))
Anti-aliasing Semantic Reconstruction for Few-Shot Semantic Segmentation arXiv:2106.00184
Few-Shot LearningonPASCAL-5i (5-Shot)
Mean IoU· 2021-06-01
57.99
best: 89.8 (SegGPT (ViT))
Anti-aliasing Semantic Reconstruction for Few-Shot Semantic Segmentation arXiv:2106.00184
Meta-LearningonPASCAL-5i (1-Shot)
Mean IoU· 2021-06-01
55.66
best: 83.2 (SegGPT (ViT))
Anti-aliasing Semantic Reconstruction for Few-Shot Semantic Segmentation arXiv:2106.00184
Meta-LearningonPASCAL-5i (5-Shot)
Mean IoU· 2021-06-01
57.99
best: 89.8 (SegGPT (ViT))
Anti-aliasing Semantic Reconstruction for Few-Shot Semantic Segmentation arXiv:2106.00184

Computer Vision2 results

Few-Shot Semantic SegmentationonPASCAL-5i (1-Shot)
Mean IoU· 2021-06-01
55.66
best: 83.2 (SegGPT (ViT))
Anti-aliasing Semantic Reconstruction for Few-Shot Semantic Segmentation arXiv:2106.00184
Few-Shot Semantic SegmentationonPASCAL-5i (5-Shot)
Mean IoU· 2021-06-01
57.99
best: 89.8 (SegGPT (ViT))
Anti-aliasing Semantic Reconstruction for Few-Shot Semantic Segmentation arXiv:2106.00184