Hierarchical classification

Benchmarks

Dataset Name	SOTA Method	Metric
AfroScope-Data confusable (test)	Mirror-Serengeti	Macro F198	36	1mo ago
FathomNet Weighted Overall 2025 (Weighted Public Private)	MATANet	Weighted Hierarchical Distance (WgtAvg)1.54	15	1mo ago
FathomNet Private 2025 (test)	MATANet	Hierarchical Distance (HD)1.45	15	1mo ago
FathomNet Public 2025 (test)		Hierarchical Distance (HD)1.44	15	1mo ago
iNaturalist-19 (test)	Hier-COS	Accuracy80.81	14	1mo ago
CIFAR-100 (test)	Flamingo-I	Accuracy0.7787	12	1mo ago
ImageNet (val)	UNCHA	TIE2.94	10	25d ago
FiftyWords	LCPN+F	LE1.022	8	16d ago
Faces		LE Metric0.263	8	16d ago
Yeast		LE Metric0.09	8	16d ago
ProximalPhalanxTW		LE0.9	8	16d ago
Glass	LCPN+F	LE1.007	8	16d ago
PlantCLEF 2015	NCRSVP	Coverage (COV)100	7	5d ago
Caltech-256	NCRSVP-3	Coverage (COV.)100	7	5d ago
DBpedia		Coverage100	7	5d ago
Caltech-101		Coverage100	7	5d ago
AMB		Coverage (COV)100	7	5d ago
CIFAR-10	NCRSVP	Coverage100	7	5d ago
FGVC-Aircraft (test)	Hier-COS	Accuracy0.8175	7	1mo ago
WordNet	MERU	TIE3.815	6	1mo ago
Amazon Beauty Tree Depth = 3, 4, 5 (test)		Accuracy43.98	6	1mo ago
Amazon Beauty Tree Depth = 2 (test)	BART-MNLI + T0pp (Primed+)	Accuracy64.25	6	1mo ago
Web of Sciences (WOS) Tree Depth = 2 (test)	BART-MNLI + T0pp (Primed+)	Accuracy61.78	6	1mo ago
GO	HiLAP	Micro-F145.4	5	1mo ago
FunCat	HiLAP	Micro F126.5	5	1mo ago

Showing 25 of 27 rows