dataset	task	best_robustcov_method	headline_metric	headline_value	comparison_or_top_result	notes
Credit-card fraud	fraud anomaly detection	robustcov FastMCD	PR-AUC	0.7121	IsolationForest PR-AUC 0.1427	External Kaggle-style result provided by local run
Finance market stress	single-day market stress	RegularizedCauchy	detected days	23.0000	top day 2020-09-11, distance 251.56	Synthetic finance CSV demo
Rolling-window finance	market regime anomaly	RegularizedCauchy	detected windows	5.0000	top window 2020-09-03 to 2020-09-30	Synthetic finance CSV demo