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Models/LeYOLO (Small@640)

LeYOLO (Small@640)

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
GFLOPs· 2024-06-20
4.51
best: 8.4 (LeYOLO (Large@768))
LeYOLO, New Scalable and Efficient CNN Architecture for Object Detection arXiv:2406.14239
3DonCOCO test-dev
Params (M)· 2024-06-20
1.9
best: 3000 (SwinV2-G (HTC++))
LeYOLO, New Scalable and Efficient CNN Architecture for Object Detection arXiv:2406.14239
3DonCOCO test-dev
box mAP· 2024-06-20
38.2
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
4.51
best: 8.4 (LeYOLO (Large@768))
LeYOLO, New Scalable and Efficient CNN Architecture for Object Detection arXiv:2406.14239
2D ClassificationonCOCO test-dev
Params (M)· 2024-06-20
1.9
best: 3000 (SwinV2-G (HTC++))
LeYOLO, New Scalable and Efficient CNN Architecture for Object Detection arXiv:2406.14239
2D ClassificationonCOCO test-dev
box mAP· 2024-06-20
38.2
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
4.51
best: 8.4 (LeYOLO (Large@768))
LeYOLO, New Scalable and Efficient CNN Architecture for Object Detection arXiv:2406.14239
2D Object DetectiononCOCO test-dev
Params (M)· 2024-06-20
1.9
best: 3000 (SwinV2-G (HTC++))
LeYOLO, New Scalable and Efficient CNN Architecture for Object Detection arXiv:2406.14239
2D Object DetectiononCOCO test-dev
box mAP· 2024-06-20
38.2
best: 66 (Co-DETR)
LeYOLO, New Scalable and Efficient CNN Architecture for Object Detection arXiv:2406.14239
16konCOCO test-dev
GFLOPs· 2024-06-20
4.51
best: 8.4 (LeYOLO (Large@768))
LeYOLO, New Scalable and Efficient CNN Architecture for Object Detection arXiv:2406.14239
16konCOCO test-dev
Params (M)· 2024-06-20
1.9
best: 3000 (SwinV2-G (HTC++))
LeYOLO, New Scalable and Efficient CNN Architecture for Object Detection arXiv:2406.14239
16konCOCO test-dev
box mAP· 2024-06-20
38.2
best: 66 (Co-DETR)
LeYOLO, New Scalable and Efficient CNN Architecture for Object Detection arXiv:2406.14239

Computer Vision3 results

Object DetectiononCOCO test-dev
GFLOPs· 2024-06-20
4.51
best: 8.4 (LeYOLO (Large@768))
LeYOLO, New Scalable and Efficient CNN Architecture for Object Detection arXiv:2406.14239
Object DetectiononCOCO test-dev
Params (M)· 2024-06-20
1.9
best: 3000 (SwinV2-G (HTC++))
LeYOLO, New Scalable and Efficient CNN Architecture for Object Detection arXiv:2406.14239
Object DetectiononCOCO test-dev
box mAP· 2024-06-20
38.2
best: 66 (Co-DETR)
LeYOLO, New Scalable and Efficient CNN Architecture for Object Detection arXiv:2406.14239