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Long Tail Learning On Nih Cxr Lt

Metriken

Balanced Accuracy

Ergebnisse

Leistungsergebnisse verschiedener Modelle zu diesem Benchmark

Modellname	Balanced Accuracy	Paper Title	Repository
Reweighted Focal Loss	0.197	Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study
Focal Loss	0.122	Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study
Balanced-MixUp	0.155	Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study
Softmax	0.115	Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study
Reweighted LDAM	0.279	Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study
LDAM	0.178	Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study
Class-balanced LDAM	0.235	Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study
Decoupling (cRT)	0.294	Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study
Reweighted LDAM-DRW	0.289	Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study
Decoupling (tau-norm)	0.214	Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study
Class-Balanced Focal Loss	0.232	Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study
MixUp	0.118	Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study
Class-balanced LDAM-DRW	0.281	Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study
Reweighted Softmax	0.260	Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study
Class-Balanced Softmax	0.269	Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study

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