Tasks SotA Datasets Papers Methods Submit About

Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable Benchmarks All SotA Datasets Papers Methods

Community

Submit Results About

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/YOLOv4 (CD53)

YOLOv4 (CD53)

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· uses extra data· 2020-11-16
64.1
best: 95 (ViTPose (ViTAE-G, ensemble))
Scaled-YOLOv4: Scaling Cross Stage Partial Network arXiv:2011.08036
3DonCOCO test-dev
AP75· uses extra data· 2020-11-16
49.5
best: 88.2 (ViTPose (ViTAE-G, ensemble))
Scaled-YOLOv4: Scaling Cross Stage Partial Network arXiv:2011.08036
3DonCOCO test-dev
APL· uses extra data· 2020-11-16
56.7
best: 86.5 (PoseBH-H)
Scaled-YOLOv4: Scaling Cross Stage Partial Network arXiv:2011.08036
3DonCOCO test-dev
APM· uses extra data· 2020-11-16
49
best: 83.8 (4xRSN-50 (ensemble))
Scaled-YOLOv4: Scaling Cross Stage Partial Network arXiv:2011.08036
3DonCOCO test-dev
APS· uses extra data· 2020-11-16
27
best: 48.6 (Focal-Stable-DINO (Focal-Huge, no TTA))
Scaled-YOLOv4: Scaling Cross Stage Partial Network arXiv:2011.08036
3DonCOCO test-dev
box mAP· uses extra data· 2020-11-16
45.5
best: 66 (Co-DETR)
Scaled-YOLOv4: Scaling Cross Stage Partial Network arXiv:2011.08036
2D ClassificationonCOCO test-dev
AP50· uses extra data· 2020-11-16
64.1
best: 82.1 (Plain-DETR (Swin-L))
Scaled-YOLOv4: Scaling Cross Stage Partial Network arXiv:2011.08036
2D ClassificationonCOCO test-dev
AP75· uses extra data· 2020-11-16
49.5
best: 71.7 (EVA)
Scaled-YOLOv4: Scaling Cross Stage Partial Network arXiv:2011.08036
2D ClassificationonCOCO test-dev
APL· uses extra data· 2020-11-16
56.7
best: 78 (Focal-Stable-DINO (Focal-Huge, no TTA))
Scaled-YOLOv4: Scaling Cross Stage Partial Network arXiv:2011.08036
2D ClassificationonCOCO test-dev
APM· uses extra data· 2020-11-16
49
best: 67.7 (EVA)
Scaled-YOLOv4: Scaling Cross Stage Partial Network arXiv:2011.08036
2D ClassificationonCOCO test-dev
APS· uses extra data· 2020-11-16
27
best: 48.6 (Focal-Stable-DINO (Focal-Huge, no TTA))
Scaled-YOLOv4: Scaling Cross Stage Partial Network arXiv:2011.08036
2D ClassificationonCOCO test-dev
box mAP· uses extra data· 2020-11-16
45.5
best: 66 (Co-DETR)
Scaled-YOLOv4: Scaling Cross Stage Partial Network arXiv:2011.08036
2D Object DetectiononCOCO test-dev
AP50· uses extra data· 2020-11-16
64.1
best: 82.1 (Plain-DETR (Swin-L))
Scaled-YOLOv4: Scaling Cross Stage Partial Network arXiv:2011.08036
2D Object DetectiononCOCO test-dev
AP75· uses extra data· 2020-11-16
49.5
best: 71.7 (EVA)
Scaled-YOLOv4: Scaling Cross Stage Partial Network arXiv:2011.08036
2D Object DetectiononCOCO test-dev
APL· uses extra data· 2020-11-16
56.7
best: 78 (Focal-Stable-DINO (Focal-Huge, no TTA))
Scaled-YOLOv4: Scaling Cross Stage Partial Network arXiv:2011.08036
2D Object DetectiononCOCO test-dev
APM· uses extra data· 2020-11-16
49
best: 67.7 (EVA)
Scaled-YOLOv4: Scaling Cross Stage Partial Network arXiv:2011.08036
2D Object DetectiononCOCO test-dev
APS· uses extra data· 2020-11-16
27
best: 48.6 (Focal-Stable-DINO (Focal-Huge, no TTA))
Scaled-YOLOv4: Scaling Cross Stage Partial Network arXiv:2011.08036
2D Object DetectiononCOCO test-dev
box mAP· uses extra data· 2020-11-16
45.5
best: 66 (Co-DETR)
Scaled-YOLOv4: Scaling Cross Stage Partial Network arXiv:2011.08036
16konCOCO test-dev
AP50· uses extra data· 2020-11-16
64.1
best: 82.1 (Plain-DETR (Swin-L))
Scaled-YOLOv4: Scaling Cross Stage Partial Network arXiv:2011.08036
16konCOCO test-dev
AP75· uses extra data· 2020-11-16
49.5
best: 71.7 (EVA)
Scaled-YOLOv4: Scaling Cross Stage Partial Network arXiv:2011.08036
16konCOCO test-dev
APL· uses extra data· 2020-11-16
56.7
best: 78 (Focal-Stable-DINO (Focal-Huge, no TTA))
Scaled-YOLOv4: Scaling Cross Stage Partial Network arXiv:2011.08036
16konCOCO test-dev
APM· uses extra data· 2020-11-16
49
best: 67.7 (EVA)
Scaled-YOLOv4: Scaling Cross Stage Partial Network arXiv:2011.08036
16konCOCO test-dev
APS· uses extra data· 2020-11-16
27
best: 48.6 (Focal-Stable-DINO (Focal-Huge, no TTA))
Scaled-YOLOv4: Scaling Cross Stage Partial Network arXiv:2011.08036
16konCOCO test-dev
box mAP· uses extra data· 2020-11-16
45.5
best: 66 (Co-DETR)
Scaled-YOLOv4: Scaling Cross Stage Partial Network arXiv:2011.08036

Computer Vision6 results

Object DetectiononCOCO test-dev
AP50· uses extra data· 2020-11-16
64.1
best: 82.1 (Plain-DETR (Swin-L))
Scaled-YOLOv4: Scaling Cross Stage Partial Network arXiv:2011.08036
Object DetectiononCOCO test-dev
AP75· uses extra data· 2020-11-16
49.5
best: 71.7 (EVA)
Scaled-YOLOv4: Scaling Cross Stage Partial Network arXiv:2011.08036
Object DetectiononCOCO test-dev
APL· uses extra data· 2020-11-16
56.7
best: 78 (Focal-Stable-DINO (Focal-Huge, no TTA))
Scaled-YOLOv4: Scaling Cross Stage Partial Network arXiv:2011.08036
Object DetectiononCOCO test-dev
APM· uses extra data· 2020-11-16
49
best: 67.7 (EVA)
Scaled-YOLOv4: Scaling Cross Stage Partial Network arXiv:2011.08036
Object DetectiononCOCO test-dev
APS· uses extra data· 2020-11-16
27
best: 48.6 (Focal-Stable-DINO (Focal-Huge, no TTA))
Scaled-YOLOv4: Scaling Cross Stage Partial Network arXiv:2011.08036
Object DetectiononCOCO test-dev
box mAP· uses extra data· 2020-11-16
45.5
best: 66 (Co-DETR)
Scaled-YOLOv4: Scaling Cross Stage Partial Network arXiv:2011.08036