| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Human smuggling court proceedings | FineREX | Processing Time (minutes)7.05 | 51 | 1mo ago | |
| MINE benchmark 100 articles | SoKG | Mean Node Count104.2 | 25 | 5mo ago | |
| HotpotQA | Total Triples Count173 | 10 | 1mo ago | ||
| MuSiQue | Total Triples345 | 10 | 1mo ago | ||
| Biomedical Knowledge Graphs various (full set) | Number of Nodes551 | 9 | 1mo ago | ||
| ConceptNet | Accuracy92 | 8 | 5mo ago | ||
| HotpotQA | SynthKG-70b | Triplets Count124,460 | 5 | 4mo ago | |
| 2wiki | SynthKG-70b | Triplets71,305 | 5 | 4mo ago | |
| MuSiQue | SynthKG-70b | Triplets Count140,527 | 5 | 4mo ago | |
| TEST2 | Ministral-3-8B | F1 Score78 | 4 | 19d ago | |
| TEST1 (test) | Ministral-3-8B | F1 Score80 | 4 | 19d ago | |
| TEST0 | Ministral-3-8B | F1 Score77 | 4 | 19d ago | |
| Short Court Cases | LINK-KG | Node Duplication10.61 | 3 | 1mo ago | |
| Cybersecurity Knowledge Graphs | TRACE | Node Count4,741,428 | 3 | 5mo ago | |
| Human | RobertaNet | Accuracy81.8 | 3 | 5mo ago | |
| CHI Urban Knowledge Graph Large vs UUKG | CHI-UUKG | Entity Count140,602 | 2 | 5mo ago | |
| NYC Urban Knowledge Graph Large vs UUKG | NYC-UUKG | Entity Count236,287 | 2 | 5mo ago | |
| E-KAR Auto | RobertaNet | Accuracy65.3 | 1 | 5mo ago |
