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Models/Semi-DETR

Semi-DETR

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· uses extra data· 2023-07-16
50.5
best: 55.2 (MixPL)
SOTA
Semi-DETR: Semi-Supervised Object Detection with Detection Transformers arXiv:2307.08095
Semi-Supervised Object DetectiononCOCO 10% labeled data
mAP· 2023-07-16
43.5
best: 44.6 (MixPL)
SOTA
Semi-DETR: Semi-Supervised Object Detection with Detection Transformers arXiv:2307.08095
Semi-Supervised Object DetectiononCOCO 5% labeled data
mAP· 2023-07-16
40.1
SOTA
Semi-DETR: Semi-Supervised Object Detection with Detection Transformers arXiv:2307.08095

Methodology3 results

2D Object DetectiononCOCO 100% labeled data
mAP· uses extra data· 2023-07-16
50.5
best: 55.2 (MixPL)
SOTA
Semi-DETR: Semi-Supervised Object Detection with Detection Transformers arXiv:2307.08095
2D Object DetectiononCOCO 10% labeled data
mAP· 2023-07-16
43.5
best: 44.6 (MixPL)
SOTA
Semi-DETR: Semi-Supervised Object Detection with Detection Transformers arXiv:2307.08095
2D Object DetectiononCOCO 5% labeled data
mAP· 2023-07-16
40.1
SOTA
Semi-DETR: Semi-Supervised Object Detection with Detection Transformers arXiv:2307.08095