DensNet121

Reported on 3 benchmarks across 1 task · 1 paper · 2 SOTA

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

Methodology3 results

Multi-Label ClassificationonChestX-ray14
Average AUC on 14 label· 2020-02-14
84.9
best: 85.433 (SynthEnsemble)
SOTA
CheXclusion: Fairness gaps in deep chest X-ray classifiers arXiv:2003.00827
Multi-Label ClassificationonMIMIC-CXR
Average AUC on 14 label· 2020-02-14
0.8340000000000001
SOTA
CheXclusion: Fairness gaps in deep chest X-ray classifiers arXiv:2003.00827
Multi-Label ClassificationonCheXpert
AVERAGE AUC ON 14 LABEL· 2020-02-14
0.805
best: 0.933 (CFT (ensemble) Macao Polytechnic University)
CheXclusion: Fairness gaps in deep chest X-ray classifiers arXiv:2003.00827