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Long Tail Learning On Mimic Cxr Lt

Métriques

Balanced Accuracy

Résultats

Résultats de performance de divers modèles sur ce benchmark

Nom du modèle	Balanced Accuracy	Paper Title	Repository
MixUp	0.176	Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study	-
Reweighted Focal Loss	0.239	Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study	-
Class-balanced LDAM-DRW	0.267	Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study	-
Class-balanced Softmax	0.227	Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study	-
Reweighted Softmax	0.211	Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study	-
Softmax	0.169	Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study	-
Decoupling (tau-norm)	0.230	Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study	-
Class-balanced Focal Loss	0.191	Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study	-
Class-balanced LDAM	0.225	Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study	-
Reweighted LDAM	0.243	Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study	-
Balanced-MixUp	0.168	Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study	-
LDAM	0.165	Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study	-
Focal Loss	0.172	Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study	-
Reweighted LDAM-DRW	0.275	Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study	-
Decoupling (cRT)	0.296	Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study	-

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Long Tail Learning On Mimic Cxr Lt | SOTA | HyperAI