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Models/DINO (Swin-L)

DINO (Swin-L)

Reported on 15 benchmarks across 5 tasks · 1 paper · 5 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology12 results

3DonCOCO minival
box AP· 2022-03-07
63.2
best: 66 (PE_spatial (DETA))
SOTA
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection arXiv:2203.03605
2D ClassificationonCOCO minival
box AP· 2022-03-07
63.2
best: 66 (PE_spatial (DETA))
SOTA
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection arXiv:2203.03605
2D Object DetectiononCOCO minival
box AP· 2022-03-07
63.2
best: 66 (PE_spatial (DETA))
SOTA
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection arXiv:2203.03605
16konCOCO minival
box AP· 2022-03-07
63.2
best: 66 (PE_spatial (DETA))
SOTA
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection arXiv:2203.03605
3DonCOCO-O
Average mAP· 2022-03-07
42.1
best: 57.8 (EVA)
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection arXiv:2203.03605
3DonCOCO-O
Effective Robustness· 2022-03-07
15.76
best: 28.86 (EVA)
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection arXiv:2203.03605
2D ClassificationonCOCO-O
Average mAP· 2022-03-07
42.1
best: 57.8 (EVA)
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection arXiv:2203.03605
2D ClassificationonCOCO-O
Effective Robustness· 2022-03-07
15.76
best: 28.86 (EVA)
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection arXiv:2203.03605
2D Object DetectiononCOCO-O
Average mAP· 2022-03-07
42.1
best: 57.8 (EVA)
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection arXiv:2203.03605
2D Object DetectiononCOCO-O
Effective Robustness· 2022-03-07
15.76
best: 28.86 (EVA)
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection arXiv:2203.03605
16konCOCO-O
Average mAP· 2022-03-07
42.1
best: 57.8 (EVA)
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection arXiv:2203.03605
16konCOCO-O
Effective Robustness· 2022-03-07
15.76
best: 28.86 (EVA)
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection arXiv:2203.03605

Computer Vision3 results

Object DetectiononCOCO minival
box AP· 2022-03-07
63.2
best: 66 (PE_spatial (DETA))
SOTA
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection arXiv:2203.03605
Object DetectiononCOCO-O
Average mAP· 2022-03-07
42.1
best: 57.8 (EVA)
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection arXiv:2203.03605
Object DetectiononCOCO-O
Effective Robustness· 2022-03-07
15.76
best: 28.86 (EVA)
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection arXiv:2203.03605