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Models/Omni-DETR

Omni-DETR

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· 2022-03-30
34.1
best: 44.6 (MixPL)
Omni-DETR: Omni-Supervised Object Detection with Transformers arXiv:2203.16089
Semi-Supervised Object DetectiononCOCO 2% labeled data
mAP· 2022-03-30
23.2
best: 34.7 (MixPL)
Omni-DETR: Omni-Supervised Object Detection with Transformers arXiv:2203.16089
Semi-Supervised Object DetectiononCOCO 5% labeled data
mAP· 2022-03-30
30.2
best: 40.1 (Semi-DETR)
Omni-DETR: Omni-Supervised Object Detection with Transformers arXiv:2203.16089
Semi-Supervised Object DetectiononCOCO 1% labeled data
mAP· 2022-03-30
18.6
best: 31.7 (MixPL)
Omni-DETR: Omni-Supervised Object Detection with Transformers arXiv:2203.16089

Methodology4 results

2D Object DetectiononCOCO 10% labeled data
mAP· 2022-03-30
34.1
best: 44.6 (MixPL)
Omni-DETR: Omni-Supervised Object Detection with Transformers arXiv:2203.16089
2D Object DetectiononCOCO 2% labeled data
mAP· 2022-03-30
23.2
best: 34.7 (MixPL)
Omni-DETR: Omni-Supervised Object Detection with Transformers arXiv:2203.16089
2D Object DetectiononCOCO 5% labeled data
mAP· 2022-03-30
30.2
best: 40.1 (Semi-DETR)
Omni-DETR: Omni-Supervised Object Detection with Transformers arXiv:2203.16089
2D Object DetectiononCOCO 1% labeled data
mAP· 2022-03-30
18.6
best: 31.7 (MixPL)
Omni-DETR: Omni-Supervised Object Detection with Transformers arXiv:2203.16089