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Models/PseCo

PseCo

Reported on 10 benchmarks across 2 tasks · 1 paper · 10 SOTA

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

Computer Vision5 results

Semi-Supervised Object DetectiononCOCO 100% labeled data
mAP· 2022-03-30
46.1
best: 55.2 (MixPL)
SOTA
PseCo: Pseudo Labeling and Consistency Training for Semi-Supervised Object Detection arXiv:2203.16317
Semi-Supervised Object DetectiononCOCO 10% labeled data
mAP· 2022-03-30
36.06
best: 44.6 (MixPL)
SOTA
PseCo: Pseudo Labeling and Consistency Training for Semi-Supervised Object Detection arXiv:2203.16317
Semi-Supervised Object DetectiononCOCO 2% labeled data
mAP· 2022-03-30
27.77
best: 34.7 (MixPL)
SOTA
PseCo: Pseudo Labeling and Consistency Training for Semi-Supervised Object Detection arXiv:2203.16317
Semi-Supervised Object DetectiononCOCO 5% labeled data
mAP· 2022-03-30
32.5
best: 40.1 (Semi-DETR)
SOTA
PseCo: Pseudo Labeling and Consistency Training for Semi-Supervised Object Detection arXiv:2203.16317
Semi-Supervised Object DetectiononCOCO 1% labeled data
mAP· 2022-03-30
22.43
best: 31.7 (MixPL)
SOTA
PseCo: Pseudo Labeling and Consistency Training for Semi-Supervised Object Detection arXiv:2203.16317

Methodology5 results

2D Object DetectiononCOCO 100% labeled data
mAP· 2022-03-30
46.1
best: 55.2 (MixPL)
SOTA
PseCo: Pseudo Labeling and Consistency Training for Semi-Supervised Object Detection arXiv:2203.16317
2D Object DetectiononCOCO 10% labeled data
mAP· 2022-03-30
36.06
best: 44.6 (MixPL)
SOTA
PseCo: Pseudo Labeling and Consistency Training for Semi-Supervised Object Detection arXiv:2203.16317
2D Object DetectiononCOCO 2% labeled data
mAP· 2022-03-30
27.77
best: 34.7 (MixPL)
SOTA
PseCo: Pseudo Labeling and Consistency Training for Semi-Supervised Object Detection arXiv:2203.16317
2D Object DetectiononCOCO 5% labeled data
mAP· 2022-03-30
32.5
best: 40.1 (Semi-DETR)
SOTA
PseCo: Pseudo Labeling and Consistency Training for Semi-Supervised Object Detection arXiv:2203.16317
2D Object DetectiononCOCO 1% labeled data
mAP· 2022-03-30
22.43
best: 31.7 (MixPL)
SOTA
PseCo: Pseudo Labeling and Consistency Training for Semi-Supervised Object Detection arXiv:2203.16317