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Models/LeYOLO (Medium@640)

LeYOLO (Medium@640)

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 test-dev
GFLOPs· 2024-06-20
5.8
best: 8.4 (LeYOLO (Large@768))
LeYOLO, New Scalable and Efficient CNN Architecture for Object Detection arXiv:2406.14239
3DonCOCO test-dev
box mAP· 2024-06-20
39.3
best: 66 (Co-DETR)
LeYOLO, New Scalable and Efficient CNN Architecture for Object Detection arXiv:2406.14239
2D ClassificationonCOCO test-dev
GFLOPs· 2024-06-20
5.8
best: 8.4 (LeYOLO (Large@768))
LeYOLO, New Scalable and Efficient CNN Architecture for Object Detection arXiv:2406.14239
2D ClassificationonCOCO test-dev
box mAP· 2024-06-20
39.3
best: 66 (Co-DETR)
LeYOLO, New Scalable and Efficient CNN Architecture for Object Detection arXiv:2406.14239
2D Object DetectiononCOCO test-dev
GFLOPs· 2024-06-20
5.8
best: 8.4 (LeYOLO (Large@768))
LeYOLO, New Scalable and Efficient CNN Architecture for Object Detection arXiv:2406.14239
2D Object DetectiononCOCO test-dev
box mAP· 2024-06-20
39.3
best: 66 (Co-DETR)
LeYOLO, New Scalable and Efficient CNN Architecture for Object Detection arXiv:2406.14239
16konCOCO test-dev
GFLOPs· 2024-06-20
5.8
best: 8.4 (LeYOLO (Large@768))
LeYOLO, New Scalable and Efficient CNN Architecture for Object Detection arXiv:2406.14239
16konCOCO test-dev
box mAP· 2024-06-20
39.3
best: 66 (Co-DETR)
LeYOLO, New Scalable and Efficient CNN Architecture for Object Detection arXiv:2406.14239

Computer Vision2 results

Object DetectiononCOCO test-dev
GFLOPs· 2024-06-20
5.8
best: 8.4 (LeYOLO (Large@768))
LeYOLO, New Scalable and Efficient CNN Architecture for Object Detection arXiv:2406.14239
Object DetectiononCOCO test-dev
box mAP· 2024-06-20
39.3
best: 66 (Co-DETR)
LeYOLO, New Scalable and Efficient CNN Architecture for Object Detection arXiv:2406.14239