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Models/YOLOS-B (ViT-B)

YOLOS-B (ViT-B)

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-O
Average mAP· 2021-06-01
20
best: 57.8 (EVA)
You Only Look at One Sequence: Rethinking Transformer in Vision through Object Detection arXiv:2106.00666
3DonCOCO-O
Effective Robustness· 2021-06-01
1.05
best: 28.86 (EVA)
You Only Look at One Sequence: Rethinking Transformer in Vision through Object Detection arXiv:2106.00666
2D ClassificationonCOCO-O
Average mAP· 2021-06-01
20
best: 57.8 (EVA)
You Only Look at One Sequence: Rethinking Transformer in Vision through Object Detection arXiv:2106.00666
2D ClassificationonCOCO-O
Effective Robustness· 2021-06-01
1.05
best: 28.86 (EVA)
You Only Look at One Sequence: Rethinking Transformer in Vision through Object Detection arXiv:2106.00666
2D Object DetectiononCOCO-O
Average mAP· 2021-06-01
20
best: 57.8 (EVA)
You Only Look at One Sequence: Rethinking Transformer in Vision through Object Detection arXiv:2106.00666
2D Object DetectiononCOCO-O
Effective Robustness· 2021-06-01
1.05
best: 28.86 (EVA)
You Only Look at One Sequence: Rethinking Transformer in Vision through Object Detection arXiv:2106.00666
16konCOCO-O
Average mAP· 2021-06-01
20
best: 57.8 (EVA)
You Only Look at One Sequence: Rethinking Transformer in Vision through Object Detection arXiv:2106.00666
16konCOCO-O
Effective Robustness· 2021-06-01
1.05
best: 28.86 (EVA)
You Only Look at One Sequence: Rethinking Transformer in Vision through Object Detection arXiv:2106.00666

Computer Vision2 results

Object DetectiononCOCO-O
Average mAP· 2021-06-01
20
best: 57.8 (EVA)
You Only Look at One Sequence: Rethinking Transformer in Vision through Object Detection arXiv:2106.00666
Object DetectiononCOCO-O
Effective Robustness· 2021-06-01
1.05
best: 28.86 (EVA)
You Only Look at One Sequence: Rethinking Transformer in Vision through Object Detection arXiv:2106.00666