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Models/TFA w/cos

TFA w/cos

Reported on 18 benchmarks across 6 tasks · 1 paper · 18 SOTA

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

Methodology12 results

3DonArtaxor
mAP· 2020-03-16
14.8
best: 71.2 (ETS)
SOTA
Frustratingly Simple Few-Shot Object Detection arXiv:2003.06957
3DonDIOR
mAP· 2020-03-16
20.5
best: 37.5 (ETS)
SOTA
Frustratingly Simple Few-Shot Object Detection arXiv:2003.06957
3DonUODD
mAP· 2020-03-16
11.8
best: 29.8 (ETS)
SOTA
Frustratingly Simple Few-Shot Object Detection arXiv:2003.06957
2D ClassificationonArtaxor
mAP· 2020-03-16
14.8
best: 71.2 (ETS)
SOTA
Frustratingly Simple Few-Shot Object Detection arXiv:2003.06957
2D ClassificationonDIOR
mAP· 2020-03-16
20.5
best: 37.5 (ETS)
SOTA
Frustratingly Simple Few-Shot Object Detection arXiv:2003.06957
2D ClassificationonUODD
mAP· 2020-03-16
11.8
best: 29.8 (ETS)
SOTA
Frustratingly Simple Few-Shot Object Detection arXiv:2003.06957
2D Object DetectiononArtaxor
mAP· 2020-03-16
14.8
best: 71.2 (ETS)
SOTA
Frustratingly Simple Few-Shot Object Detection arXiv:2003.06957
2D Object DetectiononDIOR
mAP· 2020-03-16
20.5
best: 37.5 (ETS)
SOTA
Frustratingly Simple Few-Shot Object Detection arXiv:2003.06957
2D Object DetectiononUODD
mAP· 2020-03-16
11.8
best: 29.8 (ETS)
SOTA
Frustratingly Simple Few-Shot Object Detection arXiv:2003.06957
16konArtaxor
mAP· 2020-03-16
14.8
best: 71.2 (ETS)
SOTA
Frustratingly Simple Few-Shot Object Detection arXiv:2003.06957
16konDIOR
mAP· 2020-03-16
20.5
best: 37.5 (ETS)
SOTA
Frustratingly Simple Few-Shot Object Detection arXiv:2003.06957
16konUODD
mAP· 2020-03-16
11.8
best: 29.8 (ETS)
SOTA
Frustratingly Simple Few-Shot Object Detection arXiv:2003.06957

Computer Vision6 results

Object DetectiononArtaxor
mAP· 2020-03-16
14.8
best: 71.2 (ETS)
SOTA
Frustratingly Simple Few-Shot Object Detection arXiv:2003.06957
Object DetectiononDIOR
mAP· 2020-03-16
20.5
best: 37.5 (ETS)
SOTA
Frustratingly Simple Few-Shot Object Detection arXiv:2003.06957
Object DetectiononUODD
mAP· 2020-03-16
11.8
best: 29.8 (ETS)
SOTA
Frustratingly Simple Few-Shot Object Detection arXiv:2003.06957
Few-Shot Object DetectiononArtaxor
mAP· 2020-03-16
14.8
best: 71.2 (ETS)
SOTA
Frustratingly Simple Few-Shot Object Detection arXiv:2003.06957
Few-Shot Object DetectiononDIOR
mAP· 2020-03-16
20.5
best: 37.5 (ETS)
SOTA
Frustratingly Simple Few-Shot Object Detection arXiv:2003.06957
Few-Shot Object DetectiononUODD
mAP· 2020-03-16
11.8
best: 29.8 (ETS)
SOTA
Frustratingly Simple Few-Shot Object Detection arXiv:2003.06957