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Models/ASTOD

ASTOD

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· 2022-12-07
34.58
best: 44.6 (MixPL)
Adaptive Self-Training for Object Detection arXiv:2212.05911
Semi-Supervised Object DetectiononCOCO 2% labeled data
mAP· 2022-12-07
24.85
best: 34.7 (MixPL)
Adaptive Self-Training for Object Detection arXiv:2212.05911
Semi-Supervised Object DetectiononCOCO 5% labeled data
mAP· 2022-12-07
30.43
best: 40.1 (Semi-DETR)
Adaptive Self-Training for Object Detection arXiv:2212.05911
Semi-Supervised Object DetectiononCOCO 1% labeled data
mAP· 2022-12-07
19.47
best: 31.7 (MixPL)
Adaptive Self-Training for Object Detection arXiv:2212.05911

Methodology4 results

2D Object DetectiononCOCO 10% labeled data
mAP· 2022-12-07
34.58
best: 44.6 (MixPL)
Adaptive Self-Training for Object Detection arXiv:2212.05911
2D Object DetectiononCOCO 2% labeled data
mAP· 2022-12-07
24.85
best: 34.7 (MixPL)
Adaptive Self-Training for Object Detection arXiv:2212.05911
2D Object DetectiononCOCO 5% labeled data
mAP· 2022-12-07
30.43
best: 40.1 (Semi-DETR)
Adaptive Self-Training for Object Detection arXiv:2212.05911
2D Object DetectiononCOCO 1% labeled data
mAP· 2022-12-07
19.47
best: 31.7 (MixPL)
Adaptive Self-Training for Object Detection arXiv:2212.05911