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Models/DINO-CXR

DINO-CXR

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

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

Medical3 results

Pneumonia DetectiononChest X-ray images
Accuracy· 2023-08-01
95.65
best: 98.72 (Selfsynthx)
SOTA
DINO-CXR: A self supervised method based on vision transformer for chest X-ray classification arXiv:2308.00475
COVID-19 DiagnosisonCOVIDGR
Accuracy· 2023-08-01
76.47
SOTA
DINO-CXR: A self supervised method based on vision transformer for chest X-ray classification arXiv:2308.00475
Medical Image ClassificationonCOVIDGR
Accuracy· 2023-08-01
76.47
SOTA
DINO-CXR: A self supervised method based on vision transformer for chest X-ray classification arXiv:2308.00475

Computer Vision1 result

Image ClassificationonChest X-ray images
Accuracy· 2023-08-01
95.66
SOTA
DINO-CXR: A self supervised method based on vision transformer for chest X-ray classification arXiv:2308.00475

Methodology1 result

ClassificationonCOVIDGR
Accuracy· 2023-08-01
76.47
SOTA
DINO-CXR: A self supervised method based on vision transformer for chest X-ray classification arXiv:2308.00475

Audio1 result

1 Image, 2*2 StitchionChest X-ray images
Accuracy· 2023-08-01
95.65
best: 98.72 (Selfsynthx)
SOTA
DINO-CXR: A self supervised method based on vision transformer for chest X-ray classification arXiv:2308.00475