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Models/LSTD (YOLO)

LSTD (YOLO)

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· 2018-03-05
6.7
best: 36.8 (Training-free)
SOTA
LSTD: A Low-Shot Transfer Detector for Object Detection arXiv:1803.01529
3DonMS-COCO (10-shot)
AP· 2018-03-05
3.2
best: 36.6 (Training-free)
SOTA
LSTD: A Low-Shot Transfer Detector for Object Detection arXiv:1803.01529
2D ClassificationonMS-COCO (30-shot)
AP· 2018-03-05
6.7
best: 36.8 (Training-free)
SOTA
LSTD: A Low-Shot Transfer Detector for Object Detection arXiv:1803.01529
2D ClassificationonMS-COCO (10-shot)
AP· 2018-03-05
3.2
best: 36.6 (Training-free)
SOTA
LSTD: A Low-Shot Transfer Detector for Object Detection arXiv:1803.01529
2D Object DetectiononMS-COCO (30-shot)
AP· 2018-03-05
6.7
best: 36.8 (Training-free)
SOTA
LSTD: A Low-Shot Transfer Detector for Object Detection arXiv:1803.01529
2D Object DetectiononMS-COCO (10-shot)
AP· 2018-03-05
3.2
best: 36.6 (Training-free)
SOTA
LSTD: A Low-Shot Transfer Detector for Object Detection arXiv:1803.01529
16konMS-COCO (30-shot)
AP· 2018-03-05
6.7
best: 36.8 (Training-free)
SOTA
LSTD: A Low-Shot Transfer Detector for Object Detection arXiv:1803.01529
16konMS-COCO (10-shot)
AP· 2018-03-05
3.2
best: 36.6 (Training-free)
SOTA
LSTD: A Low-Shot Transfer Detector for Object Detection arXiv:1803.01529

Computer Vision4 results

Object DetectiononMS-COCO (30-shot)
AP· 2018-03-05
6.7
best: 36.8 (Training-free)
SOTA
LSTD: A Low-Shot Transfer Detector for Object Detection arXiv:1803.01529
Object DetectiononMS-COCO (10-shot)
AP· 2018-03-05
3.2
best: 36.6 (Training-free)
SOTA
LSTD: A Low-Shot Transfer Detector for Object Detection arXiv:1803.01529
Few-Shot Object DetectiononMS-COCO (30-shot)
AP· 2018-03-05
6.7
best: 36.8 (Training-free)
SOTA
LSTD: A Low-Shot Transfer Detector for Object Detection arXiv:1803.01529
Few-Shot Object DetectiononMS-COCO (10-shot)
AP· 2018-03-05
3.2
best: 36.6 (Training-free)
SOTA
LSTD: A Low-Shot Transfer Detector for Object Detection arXiv:1803.01529