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Models/EfficientDet-D7 (1536)

EfficientDet-D7 (1536)

Reported on 20 benchmarks across 5 tasks · 1 paper · 5 SOTA

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

Methodology16 results

3DonCOCO minival
box AP· 2019-11-20
52.1
best: 66 (PE_spatial (DETA))
SOTA
EfficientDet: Scalable and Efficient Object Detection arXiv:1911.09070
2D ClassificationonCOCO minival
box AP· 2019-11-20
52.1
best: 66 (PE_spatial (DETA))
SOTA
EfficientDet: Scalable and Efficient Object Detection arXiv:1911.09070
2D Object DetectiononCOCO minival
box AP· 2019-11-20
52.1
best: 66 (PE_spatial (DETA))
SOTA
EfficientDet: Scalable and Efficient Object Detection arXiv:1911.09070
16konCOCO minival
box AP· 2019-11-20
52.1
best: 66 (PE_spatial (DETA))
SOTA
EfficientDet: Scalable and Efficient Object Detection arXiv:1911.09070
3DonCOCO test-dev
AP50· uses extra data· 2019-11-20
71.6
best: 95 (ViTPose (ViTAE-G, ensemble))
EfficientDet: Scalable and Efficient Object Detection arXiv:1911.09070
3DonCOCO test-dev
AP75· uses extra data· 2019-11-20
56.9
best: 88.2 (ViTPose (ViTAE-G, ensemble))
EfficientDet: Scalable and Efficient Object Detection arXiv:1911.09070
3DonCOCO test-dev
box mAP· uses extra data· 2019-11-20
52.6
best: 66 (Co-DETR)
EfficientDet: Scalable and Efficient Object Detection arXiv:1911.09070
2D ClassificationonCOCO test-dev
AP50· uses extra data· 2019-11-20
71.6
best: 82.1 (Plain-DETR (Swin-L))
EfficientDet: Scalable and Efficient Object Detection arXiv:1911.09070
2D ClassificationonCOCO test-dev
AP75· uses extra data· 2019-11-20
56.9
best: 71.7 (EVA)
EfficientDet: Scalable and Efficient Object Detection arXiv:1911.09070
2D ClassificationonCOCO test-dev
box mAP· uses extra data· 2019-11-20
52.6
best: 66 (Co-DETR)
EfficientDet: Scalable and Efficient Object Detection arXiv:1911.09070
2D Object DetectiononCOCO test-dev
AP50· uses extra data· 2019-11-20
71.6
best: 82.1 (Plain-DETR (Swin-L))
EfficientDet: Scalable and Efficient Object Detection arXiv:1911.09070
2D Object DetectiononCOCO test-dev
AP75· uses extra data· 2019-11-20
56.9
best: 71.7 (EVA)
EfficientDet: Scalable and Efficient Object Detection arXiv:1911.09070
2D Object DetectiononCOCO test-dev
box mAP· uses extra data· 2019-11-20
52.6
best: 66 (Co-DETR)
EfficientDet: Scalable and Efficient Object Detection arXiv:1911.09070
16konCOCO test-dev
AP50· uses extra data· 2019-11-20
71.6
best: 82.1 (Plain-DETR (Swin-L))
EfficientDet: Scalable and Efficient Object Detection arXiv:1911.09070
16konCOCO test-dev
AP75· uses extra data· 2019-11-20
56.9
best: 71.7 (EVA)
EfficientDet: Scalable and Efficient Object Detection arXiv:1911.09070
16konCOCO test-dev
box mAP· uses extra data· 2019-11-20
52.6
best: 66 (Co-DETR)
EfficientDet: Scalable and Efficient Object Detection arXiv:1911.09070

Computer Vision4 results

Object DetectiononCOCO minival
box AP· 2019-11-20
52.1
best: 66 (PE_spatial (DETA))
SOTA
EfficientDet: Scalable and Efficient Object Detection arXiv:1911.09070
Object DetectiononCOCO test-dev
AP50· uses extra data· 2019-11-20
71.6
best: 82.1 (Plain-DETR (Swin-L))
EfficientDet: Scalable and Efficient Object Detection arXiv:1911.09070
Object DetectiononCOCO test-dev
AP75· uses extra data· 2019-11-20
56.9
best: 71.7 (EVA)
EfficientDet: Scalable and Efficient Object Detection arXiv:1911.09070
Object DetectiononCOCO test-dev
box mAP· uses extra data· 2019-11-20
52.6
best: 66 (Co-DETR)
EfficientDet: Scalable and Efficient Object Detection arXiv:1911.09070