Soft Teacher

Reported on 4 benchmarks across 2 tasks · 1 paper · 4 SOTA

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

Computer Vision2 results

Semi-Supervised Object DetectiononCOCO 100% labeled data
mAP· uses extra data· 2021-06-16
44.9
best: 55.2 (MixPL)
SOTA
End-to-End Semi-Supervised Object Detection with Soft Teacher arXiv:2106.09018
Semi-Supervised Object DetectiononCOCO 10% labeled data
mAP· 2021-06-16
34.04
best: 44.6 (MixPL)
SOTA
End-to-End Semi-Supervised Object Detection with Soft Teacher arXiv:2106.09018

Methodology2 results

2D Object DetectiononCOCO 100% labeled data
mAP· uses extra data· 2021-06-16
44.9
best: 55.2 (MixPL)
SOTA
End-to-End Semi-Supervised Object Detection with Soft Teacher arXiv:2106.09018
2D Object DetectiononCOCO 10% labeled data
mAP· 2021-06-16
34.04
best: 44.6 (MixPL)
SOTA
End-to-End Semi-Supervised Object Detection with Soft Teacher arXiv:2106.09018