Thyroid

Benchmarks

Task Name	Dataset Name	SOTA Result
Outlier Detection	Thyroid	AUC99.29	33
Anomaly Detection	Thyroid	AUC-ROC99.33	33
Anomaly Detection	thyroid	AUPRC86.85	27
Imbalanced Classification	thyroid_sick	F1-Score90.8	25
Outlier Detection	Thyroid	AP77.05	22
Object Detection	Thyroid II	AP@0.5 (BN)94.9	19
Object Detection	Thyroid I (test)	AP@0.5 (BN)0.991	19
Outlier Detection	thyroid ADBench	AUROC (%)98.19	17
Classification	Thyroid	F1 Score95.46	17
Binary Classification	thyroid (test)	Misclassification Rate6.4	16
Outlier Detection	thyroid (Group I)	AUROC97.71	14
Tabular Anomaly Detection	Thyroid	AUC-ROC0.991	14
Clustering	Thyroid	ARI43.39	12
Outlier Detection	Thyroid	AUC-PR6.7	11
Anomaly Detection	thyroid In-Domain	F1 Score80.22	10
Outlier Detection	thyroid	Precision-s58.17	9
Multiclass Classification	thyroid	Weighted F198.1	9
Multiclass imbalanced classification	thyroid	AUC0.997	9
Multiclass imbalanced classification	thyroid	Accuracy97.9	9
Multiclass Imbalanced Classification	thyroid	G-Mean0.992	9
Classification	Thyroid (test)	F1 Score94.8	9
Anomaly Detection	Thyroid	F1-Score78	8
Semantic Segmentation	Thyroid (test)	DICE59.86	7
Medical Report Generation	Thyroid	BLEU-10.755	6
Anomaly Detection	Thyroid (50% test)	F1 Score75	6

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