| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| WOS | UME | Macro-F182.29 | 78 | 1mo ago | |
| RCV1 v2 | UME | Macro-F169.7 | 68 | 1mo ago | |
| AAPD | UME | Macro-F163.46 | 33 | 2mo ago | |
| NYT | UME | Macro F169.76 | 31 | 2mo ago | |
| DBpedia | SCHK-HTC | Micro-F196.26 | 30 | 1mo ago | |
| Web-of-Science (WOS) Depth 2 (test) | HierVerb | Micro-F180.93 | 25 | 3mo ago | |
| DBpedia Depth 3 | HPT | Macro-F193.34 | 24 | 16d ago | |
| WOS few-shot | HierVerb | Micro-F182.09 | 20 | 3mo ago | |
| RCV1 Depth 4 V2 | HPT | Micro-F165.73 | 20 | 3mo ago | |
| RCV1 v2 (test) | HILL | Micro-F187.31 | 20 | 2mo ago | |
| WOS (test) | UME | Micro-F187.71 | 20 | 2mo ago | |
| BGC | UME | Macro-F156.16 | 18 | 2mo ago | |
| Amazon | BERT | Macro F192.12 | 18 | 13d ago | |
| NYTimes (test) | HILL | Micro-F180.47 | 16 | 3mo ago | |
| RCV1 | HiLAP | Micro-F183.3 | 15 | 3mo ago | |
| Yelp (test) | HiLAP | Micro-F169.7 | 13 | 3mo ago | |
| LSHTC | LOKI | Mean Squared Distance0.2896 | 12 | 3mo ago | |
| Books | TAXMORPH | Macro F161.2 | 10 | 3mo ago | |
| NYT (test) | HiLAP | Micro-F174.6 | 9 | 3mo ago | |
| Bugs | H-CoMET | Accuracy76.61 | 8 | 13d ago | |
| WOS (Web of Science) | HBGL | Accuracy80.14 | 8 | 13d ago | |
| WOS full-shot | HPT | Micro-F187.1 | 5 | 3mo ago | |
| Amazon Level 3 | KG-HTC | F1-macro44.5 | 4 | 16d ago | |
| Amazon Level 2 | KG-HTC | F1-macro65.4 | 4 | 16d ago | |
| Amazon Level 1 | KG-HTC | Macro F190.8 | 4 | 16d ago |
