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Models/DINO (ResNet50 1x VFL)

DINO (ResNet50 1x VFL)

Reported on 30 benchmarks across 5 tasks · 1 paper · 30 SOTA

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

Methodology24 results

3DonSA-Det-100k
AP· 2022-03-07
43.7
best: 45 (Relation-DETR (ResNet50 1x))
SOTA
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection arXiv:2203.03605
3DonSA-Det-100k
AP50· 2022-03-07
52
best: 53.1 (Relation-DETR (ResNet50 1x))
SOTA
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection arXiv:2203.03605
3DonSA-Det-100k
AP75· 2022-03-07
47.7
best: 48.9 (Relation-DETR (ResNet50 1x))
SOTA
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection arXiv:2203.03605
3DonSA-Det-100k
APL· 2022-03-07
61.5
best: 62.9 (Relation-DETR (ResNet50 1x))
SOTA
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection arXiv:2203.03605
3DonSA-Det-100k
APM· 2022-03-07
43
best: 44.4 (Relation-DETR (ResNet50 1x))
SOTA
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection arXiv:2203.03605
3DonSA-Det-100k
APS· 2022-03-07
5.8
best: 6 (Relation-DETR (ResNet50 1x))
SOTA
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection arXiv:2203.03605
2D ClassificationonSA-Det-100k
AP· 2022-03-07
43.7
best: 45 (Relation-DETR (ResNet50 1x))
SOTA
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection arXiv:2203.03605
2D ClassificationonSA-Det-100k
AP50· 2022-03-07
52
best: 53.1 (Relation-DETR (ResNet50 1x))
SOTA
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection arXiv:2203.03605
2D ClassificationonSA-Det-100k
AP75· 2022-03-07
47.7
best: 48.9 (Relation-DETR (ResNet50 1x))
SOTA
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection arXiv:2203.03605
2D ClassificationonSA-Det-100k
APL· 2022-03-07
61.5
best: 62.9 (Relation-DETR (ResNet50 1x))
SOTA
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection arXiv:2203.03605
2D ClassificationonSA-Det-100k
APM· 2022-03-07
43
best: 44.4 (Relation-DETR (ResNet50 1x))
SOTA
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection arXiv:2203.03605
2D ClassificationonSA-Det-100k
APS· 2022-03-07
5.8
best: 6 (Relation-DETR (ResNet50 1x))
SOTA
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection arXiv:2203.03605
2D Object DetectiononSA-Det-100k
AP· 2022-03-07
43.7
best: 45 (Relation-DETR (ResNet50 1x))
SOTA
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection arXiv:2203.03605
2D Object DetectiononSA-Det-100k
AP50· 2022-03-07
52
best: 53.1 (Relation-DETR (ResNet50 1x))
SOTA
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection arXiv:2203.03605
2D Object DetectiononSA-Det-100k
AP75· 2022-03-07
47.7
best: 48.9 (Relation-DETR (ResNet50 1x))
SOTA
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection arXiv:2203.03605
2D Object DetectiononSA-Det-100k
APL· 2022-03-07
61.5
best: 62.9 (Relation-DETR (ResNet50 1x))
SOTA
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection arXiv:2203.03605
2D Object DetectiononSA-Det-100k
APM· 2022-03-07
43
best: 44.4 (Relation-DETR (ResNet50 1x))
SOTA
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection arXiv:2203.03605
2D Object DetectiononSA-Det-100k
APS· 2022-03-07
5.8
best: 6 (Relation-DETR (ResNet50 1x))
SOTA
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection arXiv:2203.03605
16konSA-Det-100k
AP· 2022-03-07
43.7
best: 45 (Relation-DETR (ResNet50 1x))
SOTA
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection arXiv:2203.03605
16konSA-Det-100k
AP50· 2022-03-07
52
best: 53.1 (Relation-DETR (ResNet50 1x))
SOTA
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection arXiv:2203.03605
16konSA-Det-100k
AP75· 2022-03-07
47.7
best: 48.9 (Relation-DETR (ResNet50 1x))
SOTA
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection arXiv:2203.03605
16konSA-Det-100k
APL· 2022-03-07
61.5
best: 62.9 (Relation-DETR (ResNet50 1x))
SOTA
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection arXiv:2203.03605
16konSA-Det-100k
APM· 2022-03-07
43
best: 44.4 (Relation-DETR (ResNet50 1x))
SOTA
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection arXiv:2203.03605
16konSA-Det-100k
APS· 2022-03-07
5.8
best: 6 (Relation-DETR (ResNet50 1x))
SOTA
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection arXiv:2203.03605

Computer Vision6 results

Object DetectiononSA-Det-100k
AP· 2022-03-07
43.7
best: 45 (Relation-DETR (ResNet50 1x))
SOTA
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection arXiv:2203.03605
Object DetectiononSA-Det-100k
AP50· 2022-03-07
52
best: 53.1 (Relation-DETR (ResNet50 1x))
SOTA
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection arXiv:2203.03605
Object DetectiononSA-Det-100k
AP75· 2022-03-07
47.7
best: 48.9 (Relation-DETR (ResNet50 1x))
SOTA
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection arXiv:2203.03605
Object DetectiononSA-Det-100k
APL· 2022-03-07
61.5
best: 62.9 (Relation-DETR (ResNet50 1x))
SOTA
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection arXiv:2203.03605
Object DetectiononSA-Det-100k
APM· 2022-03-07
43
best: 44.4 (Relation-DETR (ResNet50 1x))
SOTA
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection arXiv:2203.03605
Object DetectiononSA-Det-100k
APS· 2022-03-07
5.8
best: 6 (Relation-DETR (ResNet50 1x))
SOTA
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection arXiv:2203.03605