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Models/Efficient Teacher

Efficient Teacher

Reported on 8 benchmarks across 2 tasks · 1 paper · 2 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 Object DetectiononCOCO 5% labeled data
mAP· 2023-02-15
34.11
best: 40.1 (Semi-DETR)
SOTA
Efficient Teacher: Semi-Supervised Object Detection for YOLOv5 arXiv:2302.07577
Semi-Supervised Object DetectiononCOCO 10% labeled data
mAP· 2023-02-15
37.9
best: 44.6 (MixPL)
Efficient Teacher: Semi-Supervised Object Detection for YOLOv5 arXiv:2302.07577
Semi-Supervised Object DetectiononCOCO 2% labeled data
mAP· 2023-02-15
28.7
best: 34.7 (MixPL)
Efficient Teacher: Semi-Supervised Object Detection for YOLOv5 arXiv:2302.07577
Semi-Supervised Object DetectiononCOCO 1% labeled data
mAP· 2023-02-15
23.76
best: 31.7 (MixPL)
Efficient Teacher: Semi-Supervised Object Detection for YOLOv5 arXiv:2302.07577

Methodology4 results

2D Object DetectiononCOCO 5% labeled data
mAP· 2023-02-15
34.11
best: 40.1 (Semi-DETR)
SOTA
Efficient Teacher: Semi-Supervised Object Detection for YOLOv5 arXiv:2302.07577
2D Object DetectiononCOCO 10% labeled data
mAP· 2023-02-15
37.9
best: 44.6 (MixPL)
Efficient Teacher: Semi-Supervised Object Detection for YOLOv5 arXiv:2302.07577
2D Object DetectiononCOCO 2% labeled data
mAP· 2023-02-15
28.7
best: 34.7 (MixPL)
Efficient Teacher: Semi-Supervised Object Detection for YOLOv5 arXiv:2302.07577
2D Object DetectiononCOCO 1% labeled data
mAP· 2023-02-15
23.76
best: 31.7 (MixPL)
Efficient Teacher: Semi-Supervised Object Detection for YOLOv5 arXiv:2302.07577