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Models/PP-YOLOE-x(CSPRepResNet-x, 640x640, single-scale )

PP-YOLOE-x(CSPRepResNet-x, 640x640, single-scale )

Reported on 30 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.

Methodology24 results

3DonCOCO test-dev
AP50· 2022-03-30
69.9
best: 95 (ViTPose (ViTAE-G, ensemble))
PP-YOLOE: An evolved version of YOLO arXiv:2203.16250
3DonCOCO test-dev
AP75· 2022-03-30
56.5
best: 88.2 (ViTPose (ViTAE-G, ensemble))
PP-YOLOE: An evolved version of YOLO arXiv:2203.16250
3DonCOCO test-dev
APL· 2022-03-30
66.4
best: 86.5 (PoseBH-H)
PP-YOLOE: An evolved version of YOLO arXiv:2203.16250
3DonCOCO test-dev
APM· 2022-03-30
56.3
best: 83.8 (4xRSN-50 (ensemble))
PP-YOLOE: An evolved version of YOLO arXiv:2203.16250
3DonCOCO test-dev
APS· 2022-03-30
33.3
best: 48.6 (Focal-Stable-DINO (Focal-Huge, no TTA))
PP-YOLOE: An evolved version of YOLO arXiv:2203.16250
3DonCOCO test-dev
box mAP· 2022-03-30
52.2
best: 66 (Co-DETR)
PP-YOLOE: An evolved version of YOLO arXiv:2203.16250
2D ClassificationonCOCO test-dev
AP50· 2022-03-30
69.9
best: 82.1 (Plain-DETR (Swin-L))
PP-YOLOE: An evolved version of YOLO arXiv:2203.16250
2D ClassificationonCOCO test-dev
AP75· 2022-03-30
56.5
best: 71.7 (EVA)
PP-YOLOE: An evolved version of YOLO arXiv:2203.16250
2D ClassificationonCOCO test-dev
APL· 2022-03-30
66.4
best: 78 (Focal-Stable-DINO (Focal-Huge, no TTA))
PP-YOLOE: An evolved version of YOLO arXiv:2203.16250
2D ClassificationonCOCO test-dev
APM· 2022-03-30
56.3
best: 67.7 (EVA)
PP-YOLOE: An evolved version of YOLO arXiv:2203.16250
2D ClassificationonCOCO test-dev
APS· 2022-03-30
33.3
best: 48.6 (Focal-Stable-DINO (Focal-Huge, no TTA))
PP-YOLOE: An evolved version of YOLO arXiv:2203.16250
2D ClassificationonCOCO test-dev
box mAP· 2022-03-30
52.2
best: 66 (Co-DETR)
PP-YOLOE: An evolved version of YOLO arXiv:2203.16250
2D Object DetectiononCOCO test-dev
AP50· 2022-03-30
69.9
best: 82.1 (Plain-DETR (Swin-L))
PP-YOLOE: An evolved version of YOLO arXiv:2203.16250
2D Object DetectiononCOCO test-dev
AP75· 2022-03-30
56.5
best: 71.7 (EVA)
PP-YOLOE: An evolved version of YOLO arXiv:2203.16250
2D Object DetectiononCOCO test-dev
APL· 2022-03-30
66.4
best: 78 (Focal-Stable-DINO (Focal-Huge, no TTA))
PP-YOLOE: An evolved version of YOLO arXiv:2203.16250
2D Object DetectiononCOCO test-dev
APM· 2022-03-30
56.3
best: 67.7 (EVA)
PP-YOLOE: An evolved version of YOLO arXiv:2203.16250
2D Object DetectiononCOCO test-dev
APS· 2022-03-30
33.3
best: 48.6 (Focal-Stable-DINO (Focal-Huge, no TTA))
PP-YOLOE: An evolved version of YOLO arXiv:2203.16250
2D Object DetectiononCOCO test-dev
box mAP· 2022-03-30
52.2
best: 66 (Co-DETR)
PP-YOLOE: An evolved version of YOLO arXiv:2203.16250
16konCOCO test-dev
AP50· 2022-03-30
69.9
best: 82.1 (Plain-DETR (Swin-L))
PP-YOLOE: An evolved version of YOLO arXiv:2203.16250
16konCOCO test-dev
AP75· 2022-03-30
56.5
best: 71.7 (EVA)
PP-YOLOE: An evolved version of YOLO arXiv:2203.16250
16konCOCO test-dev
APL· 2022-03-30
66.4
best: 78 (Focal-Stable-DINO (Focal-Huge, no TTA))
PP-YOLOE: An evolved version of YOLO arXiv:2203.16250
16konCOCO test-dev
APM· 2022-03-30
56.3
best: 67.7 (EVA)
PP-YOLOE: An evolved version of YOLO arXiv:2203.16250
16konCOCO test-dev
APS· 2022-03-30
33.3
best: 48.6 (Focal-Stable-DINO (Focal-Huge, no TTA))
PP-YOLOE: An evolved version of YOLO arXiv:2203.16250
16konCOCO test-dev
box mAP· 2022-03-30
52.2
best: 66 (Co-DETR)
PP-YOLOE: An evolved version of YOLO arXiv:2203.16250

Computer Vision6 results

Object DetectiononCOCO test-dev
AP50· 2022-03-30
69.9
best: 82.1 (Plain-DETR (Swin-L))
PP-YOLOE: An evolved version of YOLO arXiv:2203.16250
Object DetectiononCOCO test-dev
AP75· 2022-03-30
56.5
best: 71.7 (EVA)
PP-YOLOE: An evolved version of YOLO arXiv:2203.16250
Object DetectiononCOCO test-dev
APL· 2022-03-30
66.4
best: 78 (Focal-Stable-DINO (Focal-Huge, no TTA))
PP-YOLOE: An evolved version of YOLO arXiv:2203.16250
Object DetectiononCOCO test-dev
APM· 2022-03-30
56.3
best: 67.7 (EVA)
PP-YOLOE: An evolved version of YOLO arXiv:2203.16250
Object DetectiononCOCO test-dev
APS· 2022-03-30
33.3
best: 48.6 (Focal-Stable-DINO (Focal-Huge, no TTA))
PP-YOLOE: An evolved version of YOLO arXiv:2203.16250
Object DetectiononCOCO test-dev
box mAP· 2022-03-30
52.2
best: 66 (Co-DETR)
PP-YOLOE: An evolved version of YOLO arXiv:2203.16250