Knowledge Base Completion on CWQ (30% KB)
58.8MRRJCQL
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| JCQLSLM=T5-small2026.04 | 58.8 | 55.6 | 61.2 | 64.5 | |
| JCQLSLM=Flan-T5-small2026.04 | 58.3 | 55.2 | 60.6 | 63.7 | |
| JCQLSLM=BART-small2026.04 | 55.9 | 52.6 | 58.3 | 61.6 | |
| DIFTVenue=ISWC'242026.04 | 50.4 | 43.8 | 53 | 63.4 | |
| KGT5Venue=ACL'222026.04 | 50.3 | 46.7 | 52.4 | 56.9 | |
| SATKGCVenue=WWW'252026.04 | 47.6 | 39.4 | 51.5 | 63 | |
| SimKGCVenue=ACL'222026.04 | 45.1 | 36 | 49.3 | 62.5 | |
| CSProm-KGVenue=ACL'232026.04 | 40 | 34.3 | 43.3 | 50.6 | |
| RAA-KGCVenue=AAAI'252026.04 | 32.9 | 26.1 | 35.5 | 45.8 | |
| IVRVenue=NeurIPS'242026.04 | 25.5 | 18.8 | 29 | 37.9 | |
| GoldEVenue=ICML'242026.04 | 16.3 | 11.6 | 18.4 | 25.2 | |
| BiNetVenue=SIGKDD'222026.04 | 15.8 | 11.3 | 17 | 17.8 | |
| ComplExVenue=ICML'162026.04 | 10.6 | 7.4 | 11.9 | 16.6 | |
| DistMultVenue=ICLR'152026.04 | 10 | 7 | 11.1 | 16.1 | |
| RotatEVenue=ICLR'192026.04 | 5.8 | 2.7 | 6.4 | 12.5 | |
| TransEVenue=NeurIPS'132026.04 | 4.7 | 1.1 | 6.2 | 12.1 |