Guided Distillation (ResNet50)

Reported on 4 benchmarks across 1 task · 1 paper · 4 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision4 results

Semi-Supervised Instance SegmentationonCOCO 1% labeled data
mask AP· 2023-08-03
21.5
SOTA
Guided Distillation for Semi-Supervised Instance Segmentation arXiv:2308.02668
Semi-Supervised Instance SegmentationonCOCO 10% labeled data
mask AP· 2023-08-03
35
SOTA
Guided Distillation for Semi-Supervised Instance Segmentation arXiv:2308.02668
Semi-Supervised Instance SegmentationonCOCO 5% labeled data
mask AP· 2023-08-03
29.9
SOTA
Guided Distillation for Semi-Supervised Instance Segmentation arXiv:2308.02668
Semi-Supervised Instance SegmentationonCOCO 2% labeled data
mask AP· 2023-08-03
25.3
SOTA
Guided Distillation for Semi-Supervised Instance Segmentation arXiv:2308.02668