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Models/Deformable-DETR (ResNet-50)

Deformable-DETR (ResNet-50)

Reported on 10 benchmarks across 5 tasks · 1 paper

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

Methodology8 results

3DonCOCO-O
Average mAP· 2020-10-08
18.5
best: 57.8 (EVA)
Deformable DETR: Deformable Transformers for End-to-End Object Detection arXiv:2010.04159
3DonCOCO-O
Effective Robustness· 2020-10-08
-1.49
best: 28.86 (EVA)
Deformable DETR: Deformable Transformers for End-to-End Object Detection arXiv:2010.04159
2D ClassificationonCOCO-O
Average mAP· 2020-10-08
18.5
best: 57.8 (EVA)
Deformable DETR: Deformable Transformers for End-to-End Object Detection arXiv:2010.04159
2D ClassificationonCOCO-O
Effective Robustness· 2020-10-08
-1.49
best: 28.86 (EVA)
Deformable DETR: Deformable Transformers for End-to-End Object Detection arXiv:2010.04159
2D Object DetectiononCOCO-O
Average mAP· 2020-10-08
18.5
best: 57.8 (EVA)
Deformable DETR: Deformable Transformers for End-to-End Object Detection arXiv:2010.04159
2D Object DetectiononCOCO-O
Effective Robustness· 2020-10-08
-1.49
best: 28.86 (EVA)
Deformable DETR: Deformable Transformers for End-to-End Object Detection arXiv:2010.04159
16konCOCO-O
Average mAP· 2020-10-08
18.5
best: 57.8 (EVA)
Deformable DETR: Deformable Transformers for End-to-End Object Detection arXiv:2010.04159
16konCOCO-O
Effective Robustness· 2020-10-08
-1.49
best: 28.86 (EVA)
Deformable DETR: Deformable Transformers for End-to-End Object Detection arXiv:2010.04159

Computer Vision2 results

Object DetectiononCOCO-O
Average mAP· 2020-10-08
18.5
best: 57.8 (EVA)
Deformable DETR: Deformable Transformers for End-to-End Object Detection arXiv:2010.04159
Object DetectiononCOCO-O
Effective Robustness· 2020-10-08
-1.49
best: 28.86 (EVA)
Deformable DETR: Deformable Transformers for End-to-End Object Detection arXiv:2010.04159