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Models/MixTeacher-FRCNN

MixTeacher-FRCNN

Reported on 8 benchmarks across 2 tasks · 1 paper

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 10% labeled data
mAP· 2023-03-16
36.72
best: 44.6 (MixPL)
MixTeacher: Mining Promising Labels with Mixed Scale Teacher for Semi-Supervised Object Detection arXiv:2303.09061
Semi-Supervised Object DetectiononCOCO 2% labeled data
mAP· 2023-03-16
29.11
best: 34.7 (MixPL)
MixTeacher: Mining Promising Labels with Mixed Scale Teacher for Semi-Supervised Object Detection arXiv:2303.09061
Semi-Supervised Object DetectiononCOCO 5% labeled data
mAP· 2023-03-16
34.06
best: 40.1 (Semi-DETR)
MixTeacher: Mining Promising Labels with Mixed Scale Teacher for Semi-Supervised Object Detection arXiv:2303.09061
Semi-Supervised Object DetectiononCOCO 1% labeled data
mAP· 2023-03-16
25.16
best: 31.7 (MixPL)
MixTeacher: Mining Promising Labels with Mixed Scale Teacher for Semi-Supervised Object Detection arXiv:2303.09061

Methodology4 results

2D Object DetectiononCOCO 10% labeled data
mAP· 2023-03-16
36.72
best: 44.6 (MixPL)
MixTeacher: Mining Promising Labels with Mixed Scale Teacher for Semi-Supervised Object Detection arXiv:2303.09061
2D Object DetectiononCOCO 2% labeled data
mAP· 2023-03-16
29.11
best: 34.7 (MixPL)
MixTeacher: Mining Promising Labels with Mixed Scale Teacher for Semi-Supervised Object Detection arXiv:2303.09061
2D Object DetectiononCOCO 5% labeled data
mAP· 2023-03-16
34.06
best: 40.1 (Semi-DETR)
MixTeacher: Mining Promising Labels with Mixed Scale Teacher for Semi-Supervised Object Detection arXiv:2303.09061
2D Object DetectiononCOCO 1% labeled data
mAP· 2023-03-16
25.16
best: 31.7 (MixPL)
MixTeacher: Mining Promising Labels with Mixed Scale Teacher for Semi-Supervised Object Detection arXiv:2303.09061