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Models/Dense Teacher

Dense Teacher

Reported on 6 benchmarks across 2 tasks · 1 paper · 6 SOTA

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

Computer Vision3 results

Semi-Supervised Object DetectiononCOCO 100% labeled data
mAP· 2022-07-06
46.2
best: 55.2 (MixPL)
SOTA
Dense Teacher: Dense Pseudo-Labels for Semi-supervised Object Detection arXiv:2207.02541
Semi-Supervised Object DetectiononCOCO 10% labeled data
mAP· 2022-07-06
37.13
best: 44.6 (MixPL)
SOTA
Dense Teacher: Dense Pseudo-Labels for Semi-supervised Object Detection arXiv:2207.02541
Semi-Supervised Object DetectiononCOCO 5% labeled data
mAP· 2022-07-06
33.01
best: 40.1 (Semi-DETR)
SOTA
Dense Teacher: Dense Pseudo-Labels for Semi-supervised Object Detection arXiv:2207.02541

Methodology3 results

2D Object DetectiononCOCO 100% labeled data
mAP· 2022-07-06
46.2
best: 55.2 (MixPL)
SOTA
Dense Teacher: Dense Pseudo-Labels for Semi-supervised Object Detection arXiv:2207.02541
2D Object DetectiononCOCO 10% labeled data
mAP· 2022-07-06
37.13
best: 44.6 (MixPL)
SOTA
Dense Teacher: Dense Pseudo-Labels for Semi-supervised Object Detection arXiv:2207.02541
2D Object DetectiononCOCO 5% labeled data
mAP· 2022-07-06
33.01
best: 40.1 (Semi-DETR)
SOTA
Dense Teacher: Dense Pseudo-Labels for Semi-supervised Object Detection arXiv:2207.02541