| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Entity Alignment | DBP15K FR-EN | Hits@10.996 | 184 | |
| Entity Alignment | DBP15K ZH-EN | H@198 | 166 | |
| Entity Alignment | DBP15K JA-EN (test) | Hits@199.1 | 149 | |
| Entity Alignment | DBP15K JA-EN | Hits@10.985 | 149 | |
| Entity Alignment | DBP15K ZH-EN (test) | Hits@198.7 | 134 | |
| Entity Alignment | DBP15K FR-EN (test) | Hits@199.8 | 133 | |
| Entity Alignment | DBP15K | Runtime (s)2.8 | 59 | |
| Entity Alignment | DBP15K FR-EN v1 (test) | Hits@199.7 | 20 | |
| Entity Alignment | DBP15K ZH-EN 70% (test) | Hits@195.2 | 15 | |
| Entity Alignment | DBP15K JA-EN v1 (test) | Hits@198.6 | 14 | |
| Entity Alignment | DBP15K ZH-EN v1 (test) | Hits@197.2 | 14 | |
| Multimodal Entity Alignment | DBP15K FR-EN | H@193.2 | 11 | |
| Multimodal Entity Alignment | DBP15K JA-EN | Hits@189.2 | 11 | |
| Multimodal Entity Alignment | DBP15K ZH-EN | H@184.2 | 11 | |
| Entity Alignment | DBP15K EN-FR (test) | Hits@10.99 | 11 | |
| Network Alignment | DBP15K FR-EN | Hits@165.33 | 9 | |
| Network Alignment | DBP15K JA-EN | Hits@162.29 | 9 | |
| Network Alignment | DBP15K ZH-EN | Hits@160.72 | 9 | |
| Knowledge Graph Alignment | DBP15K EN-JA | Hits@181.09 | 5 | |
| Knowledge Graph Alignment | DBP15K EN-ZH | Hits@176.77 | 5 | |
| Entity Alignment | DBP15K | Average Tokens per Entity9,803 | 3 | |
| Cross-lingual Entity Alignment | DBP15K zh_en Full (train test) | Hits3,543 | 3 | |
| Cross-lingual Entity Alignment | DBP15K Chinese-English (full) | Total Batch Pairs768 | 1 |