الرئيسية الأخبار الأوراق البحثية الدروس مجموعات البيانات الموسوعة SOTA نماذج LLM لوحة الأداء GPU الفعاليات

العربية

Long Tail Learning On Mimic Cxr Lt

المقاييس

Balanced Accuracy

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

اسم النموذج	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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