SOTA Hierarchical Multi-label Classification benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
SPO FUN (test)	node weighting	F1 Score1.94	5	1mo ago
SEQ FUN (test)	node weighting	F1 Score6.6	5	1mo ago
GASCH-2 FUN (test)	node weighting	F1 Score4.92	5	1mo ago
GASCH-1 FUN (test)	node weighting	F1 Score7.42	5	1mo ago
EXPR FUN (test)	node weighting	F18.5	5	1mo ago
EISEN FUN (test)	node weighting	F1 Score7.16	5	1mo ago
DERISI FUN (test)	node weighting	F1 Score1.82	5	1mo ago
CELLCYCLE FUN (test)	node weighting	F1 Score4.85	5	1mo ago
SPO GO	Imbalance Focal Weighted Loss	F1 Score1.26	5	1mo ago
SEQ (GO)	Imbalance Focal Weighted Loss	F1 Score4.46	5	1mo ago
GASCH GO 2	Imbalance Focal Weighted Loss	F1 Score1.84	5	1mo ago
GASCH-1 GO	Imbalance Focal Weighted Loss	F1 Score266	5	1mo ago
EXPR GO	Imbalance Focal Weighted Loss	F1 Score4.61	5	1mo ago
EISEN GO	Imbalance Focal Weighted Loss	F1 Score3.17	5	1mo ago
DERISI GO	Imbalance Focal Weighted Loss	F1 Score77	5	1mo ago
CELLCYCLE GO	Imbalance Focal Weighted Loss	F1 Score1.94	5	1mo ago
MLRSNet	HELM	AUPRC87.1	4	18d ago
DFC 15	HELM	AUPRC97.7	4	18d ago
AID	HELM	AUPRC84.9	4	18d ago
UCM	HELM	AUPRC90.4	4	1mo ago
Yelp	HiLAP	Micro-F165.5	2	1mo ago
NYTimes	HIDDENjnt	Micro-F177	2	1mo ago
SPO (FUN)	-	F1 Score-	0	1mo ago
SEQ (FUN)	-	F1 Score-	0	1mo ago
GASCH-1 FUN	-	F1 Score-	0	1mo ago

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