Car

Benchmarks

Task Name	Dataset Name	SOTA Result
Classification	car	Accuracy99.9	47
Confidence Calibration	car	Calibration Error1.1	44
Image Retrieval	CAR	Recall@186.5	20
Image Classification	Car	Accuracy81.7	13
Time Series Classification	Car (test)	Accuracy90.2	13
Time-Series Forecasting	Car	MSE0.9197	11
Missing data imputation	Car 30% MCAR	Avg Error0.155	11
Bug Classification	Car-Easy	Accuracy100	10
Classification	car (UCI)	Accuracy94.2	9
Multiclass Classification	car	Weighted F1-score99.1	9
Multiclass imbalanced classification	car	AUC99.9	9
Multiclass imbalanced classification	car	Accuracy99.1	9
Multiclass Imbalanced Classification	car	G-Mean0.992	9
Clustering	Car	Accuracy41.4	9
Multiclass Classification	Car	Average Accuracy96	8
Classification	Car_Eval	AUC99.9	8
Classification	car	Balanced Accuracy100	8
Image Retrieval	CAR	R@173.4	8
Tabular Classification	Car binary	Mean AUC-ROC99.3	7
Multiclass Classification	car	AUC100	7
Fine-Grained Visual Categorization	Car	Accuracy96.1	7
Global counterfactual explanation selection for time-series clustering	Car	Effectiveness74.2	6
Classification	car	ROC AUC1	6
PU Classification	Car semi-synthetic	AUC0.919	5
Multi-Class Classification	Car (test)	Macro F1 Score0.489	5

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