Polite Teacher (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· 2022-11-07
18.33
best: 21.5 (Guided Distillation (ResNet50))
SOTA
Polite Teacher: Semi-Supervised Instance Segmentation with Mutual Learning and Pseudo-Label Thresholding arXiv:2211.03850
Semi-Supervised Instance SegmentationonCOCO 10% labeled data
mask AP· 2022-11-07
30.08
best: 35 (Guided Distillation (ResNet50))
SOTA
Polite Teacher: Semi-Supervised Instance Segmentation with Mutual Learning and Pseudo-Label Thresholding arXiv:2211.03850
Semi-Supervised Instance SegmentationonCOCO 5% labeled data
mask AP· 2022-11-07
26.46
best: 29.9 (Guided Distillation (ResNet50))
SOTA
Polite Teacher: Semi-Supervised Instance Segmentation with Mutual Learning and Pseudo-Label Thresholding arXiv:2211.03850
Semi-Supervised Instance SegmentationonCOCO 2% labeled data
mask AP· 2022-11-07
22.28
best: 25.3 (Guided Distillation (ResNet50))
SOTA
Polite Teacher: Semi-Supervised Instance Segmentation with Mutual Learning and Pseudo-Label Thresholding arXiv:2211.03850