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Models/YOLOv4-P6 with TTA

YOLOv4-P6 with TTA

Reported on 15 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.

Methodology12 results

3DonCOCO test-dev
AP50· 2020-11-16
72.6
best: 95 (ViTPose (ViTAE-G, ensemble))
Scaled-YOLOv4: Scaling Cross Stage Partial Network arXiv:2011.08036
3DonCOCO test-dev
AP75· 2020-11-16
60.2
best: 88.2 (ViTPose (ViTAE-G, ensemble))
Scaled-YOLOv4: Scaling Cross Stage Partial Network arXiv:2011.08036
3DonCOCO test-dev
box mAP· 2020-11-16
54.9
best: 66 (Co-DETR)
Scaled-YOLOv4: Scaling Cross Stage Partial Network arXiv:2011.08036
2D ClassificationonCOCO test-dev
AP50· 2020-11-16
72.6
best: 82.1 (Plain-DETR (Swin-L))
Scaled-YOLOv4: Scaling Cross Stage Partial Network arXiv:2011.08036
2D ClassificationonCOCO test-dev
AP75· 2020-11-16
60.2
best: 71.7 (EVA)
Scaled-YOLOv4: Scaling Cross Stage Partial Network arXiv:2011.08036
2D ClassificationonCOCO test-dev
box mAP· 2020-11-16
54.9
best: 66 (Co-DETR)
Scaled-YOLOv4: Scaling Cross Stage Partial Network arXiv:2011.08036
2D Object DetectiononCOCO test-dev
AP50· 2020-11-16
72.6
best: 82.1 (Plain-DETR (Swin-L))
Scaled-YOLOv4: Scaling Cross Stage Partial Network arXiv:2011.08036
2D Object DetectiononCOCO test-dev
AP75· 2020-11-16
60.2
best: 71.7 (EVA)
Scaled-YOLOv4: Scaling Cross Stage Partial Network arXiv:2011.08036
2D Object DetectiononCOCO test-dev
box mAP· 2020-11-16
54.9
best: 66 (Co-DETR)
Scaled-YOLOv4: Scaling Cross Stage Partial Network arXiv:2011.08036
16konCOCO test-dev
AP50· 2020-11-16
72.6
best: 82.1 (Plain-DETR (Swin-L))
Scaled-YOLOv4: Scaling Cross Stage Partial Network arXiv:2011.08036
16konCOCO test-dev
AP75· 2020-11-16
60.2
best: 71.7 (EVA)
Scaled-YOLOv4: Scaling Cross Stage Partial Network arXiv:2011.08036
16konCOCO test-dev
box mAP· 2020-11-16
54.9
best: 66 (Co-DETR)
Scaled-YOLOv4: Scaling Cross Stage Partial Network arXiv:2011.08036

Computer Vision3 results

Object DetectiononCOCO test-dev
AP50· 2020-11-16
72.6
best: 82.1 (Plain-DETR (Swin-L))
Scaled-YOLOv4: Scaling Cross Stage Partial Network arXiv:2011.08036
Object DetectiononCOCO test-dev
AP75· 2020-11-16
60.2
best: 71.7 (EVA)
Scaled-YOLOv4: Scaling Cross Stage Partial Network arXiv:2011.08036
Object DetectiononCOCO test-dev
box mAP· 2020-11-16
54.9
best: 66 (Co-DETR)
Scaled-YOLOv4: Scaling Cross Stage Partial Network arXiv:2011.08036