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Models/DETReg-ft-full DDETR

DETReg-ft-full DDETR

Reported on 12 benchmarks across 6 tasks · 1 paper · 12 SOTA

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

Methodology8 results

3DonMS-COCO (30-shot)
AP· 2021-06-08
30
best: 36.8 (Training-free)
SOTA
DETReg: Unsupervised Pretraining with Region Priors for Object Detection arXiv:2106.04550
3DonMS-COCO (10-shot)
AP· 2021-06-08
25
best: 36.6 (Training-free)
SOTA
DETReg: Unsupervised Pretraining with Region Priors for Object Detection arXiv:2106.04550
2D ClassificationonMS-COCO (30-shot)
AP· 2021-06-08
30
best: 36.8 (Training-free)
SOTA
DETReg: Unsupervised Pretraining with Region Priors for Object Detection arXiv:2106.04550
2D ClassificationonMS-COCO (10-shot)
AP· 2021-06-08
25
best: 36.6 (Training-free)
SOTA
DETReg: Unsupervised Pretraining with Region Priors for Object Detection arXiv:2106.04550
2D Object DetectiononMS-COCO (30-shot)
AP· 2021-06-08
30
best: 36.8 (Training-free)
SOTA
DETReg: Unsupervised Pretraining with Region Priors for Object Detection arXiv:2106.04550
2D Object DetectiononMS-COCO (10-shot)
AP· 2021-06-08
25
best: 36.6 (Training-free)
SOTA
DETReg: Unsupervised Pretraining with Region Priors for Object Detection arXiv:2106.04550
16konMS-COCO (30-shot)
AP· 2021-06-08
30
best: 36.8 (Training-free)
SOTA
DETReg: Unsupervised Pretraining with Region Priors for Object Detection arXiv:2106.04550
16konMS-COCO (10-shot)
AP· 2021-06-08
25
best: 36.6 (Training-free)
SOTA
DETReg: Unsupervised Pretraining with Region Priors for Object Detection arXiv:2106.04550

Computer Vision4 results

Object DetectiononMS-COCO (30-shot)
AP· 2021-06-08
30
best: 36.8 (Training-free)
SOTA
DETReg: Unsupervised Pretraining with Region Priors for Object Detection arXiv:2106.04550
Object DetectiononMS-COCO (10-shot)
AP· 2021-06-08
25
best: 36.6 (Training-free)
SOTA
DETReg: Unsupervised Pretraining with Region Priors for Object Detection arXiv:2106.04550
Few-Shot Object DetectiononMS-COCO (30-shot)
AP· 2021-06-08
30
best: 36.8 (Training-free)
SOTA
DETReg: Unsupervised Pretraining with Region Priors for Object Detection arXiv:2106.04550
Few-Shot Object DetectiononMS-COCO (10-shot)
AP· 2021-06-08
25
best: 36.6 (Training-free)
SOTA
DETReg: Unsupervised Pretraining with Region Priors for Object Detection arXiv:2106.04550