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Models/VisualPromptGFSS

VisualPromptGFSS

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 LearningonPASCAL-5i (1-Shot)
Mean Base and Novel· 2024-04-17
58.11
SOTA
Visual Prompting for Generalized Few-shot Segmentation: A Multi-scale Approach arXiv:2404.11732
Few-Shot LearningonPASCAL-5i (5-Shot)
Mean Base and Novel· 2024-04-17
66.27
SOTA
Visual Prompting for Generalized Few-shot Segmentation: A Multi-scale Approach arXiv:2404.11732
Few-Shot LearningonCOCO-20i (5-shot)
Mean Base and Novel· 2024-04-17
42.48
SOTA
Visual Prompting for Generalized Few-shot Segmentation: A Multi-scale Approach arXiv:2404.11732
Few-Shot LearningonCOCO-20i (1-shot)
Mean Base and Novel· 2024-04-17
36.05
SOTA
Visual Prompting for Generalized Few-shot Segmentation: A Multi-scale Approach arXiv:2404.11732
Meta-LearningonPASCAL-5i (1-Shot)
Mean Base and Novel· 2024-04-17
58.11
SOTA
Visual Prompting for Generalized Few-shot Segmentation: A Multi-scale Approach arXiv:2404.11732
Meta-LearningonPASCAL-5i (5-Shot)
Mean Base and Novel· 2024-04-17
66.27
SOTA
Visual Prompting for Generalized Few-shot Segmentation: A Multi-scale Approach arXiv:2404.11732
Meta-LearningonCOCO-20i (5-shot)
Mean Base and Novel· 2024-04-17
42.48
SOTA
Visual Prompting for Generalized Few-shot Segmentation: A Multi-scale Approach arXiv:2404.11732
Meta-LearningonCOCO-20i (1-shot)
Mean Base and Novel· 2024-04-17
36.05
SOTA
Visual Prompting for Generalized Few-shot Segmentation: A Multi-scale Approach arXiv:2404.11732

Computer Vision4 results

Few-Shot Semantic SegmentationonPASCAL-5i (1-Shot)
Mean Base and Novel· 2024-04-17
58.11
SOTA
Visual Prompting for Generalized Few-shot Segmentation: A Multi-scale Approach arXiv:2404.11732
Few-Shot Semantic SegmentationonPASCAL-5i (5-Shot)
Mean Base and Novel· 2024-04-17
66.27
SOTA
Visual Prompting for Generalized Few-shot Segmentation: A Multi-scale Approach arXiv:2404.11732
Few-Shot Semantic SegmentationonCOCO-20i (5-shot)
Mean Base and Novel· 2024-04-17
42.48
SOTA
Visual Prompting for Generalized Few-shot Segmentation: A Multi-scale Approach arXiv:2404.11732
Few-Shot Semantic SegmentationonCOCO-20i (1-shot)
Mean Base and Novel· 2024-04-17
36.05
SOTA
Visual Prompting for Generalized Few-shot Segmentation: A Multi-scale Approach arXiv:2404.11732