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Long Tail Learning On Nih Cxr Lt

Metrics

Balanced Accuracy

Results

Performance results of various models on this benchmark

Paper Title
Decoupling (cRT)0.294Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study
Reweighted LDAM-DRW0.289Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study
Class-balanced LDAM-DRW0.281Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study
Reweighted LDAM0.279Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study
Class-Balanced Softmax0.269Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study
Reweighted Softmax0.260Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study
Class-balanced LDAM0.235Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study
Class-Balanced Focal Loss0.232Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study
Decoupling (tau-norm)0.214Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study
Reweighted Focal Loss0.197Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study
LDAM0.178Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study
Balanced-MixUp0.155Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study
Focal Loss0.122Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study
MixUp0.118Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study
Softmax0.115Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study
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