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Long Tail Learning On Nih Cxr Lt

Métriques

Balanced Accuracy

Résultats

Résultats de performance de divers modèles sur ce benchmark

Nom du modèle	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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Long Tail Learning On Nih Cxr Lt | SOTA | HyperAI