Knowledge Base Completion on CWQ 50% KB
61.4MRRJCQL
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| JCQLSLM=T5-small2026.04 | 61.4 | 58.3 | 63.4 | 67 | |
| JCQLSLM=BART-small2026.04 | 61.2 | 58.1 | 63.6 | 66.5 | |
| JCQLSLM=Flan-T5-small2026.04 | 61 | 57.8 | 63.3 | 66.4 | |
| KGT5Venue=ACL'222026.04 | 53.6 | 50.1 | 55.9 | 60.2 | |
| DIFTVenue=ISWC'242026.04 | 52.1 | 45.4 | 54.7 | 65.1 | |
| SATKGCVenue=WWW'252026.04 | 50.3 | 41.9 | 54.6 | 66.1 | |
| SimKGCVenue=ACL'222026.04 | 46.6 | 37.5 | 51 | 64.2 | |
| CSProm-KGVenue=ACL'232026.04 | 42.1 | 36.3 | 45.4 | 52.9 | |
| IVRVenue=NeurIPS'242026.04 | 33.7 | 26.4 | 37.8 | 47.2 | |
| RAA-KGCVenue=AAAI'252026.04 | 33 | 26 | 35.8 | 46.6 | |
| GoldEVenue=ICML'242026.04 | 20 | 14.5 | 22.6 | 30.2 | |
| BiNetVenue=SIGKDD'222026.04 | 17.8 | 13.9 | 21 | 21 | |
| ComplExVenue=ICML'162026.04 | 15.8 | 11 | 17.7 | 25.2 | |
| DistMultVenue=ICLR'152026.04 | 15.3 | 10.7 | 16.9 | 24.3 | |
| TransEVenue=NeurIPS'132026.04 | 5.2 | 1.2 | 6.7 | 13.3 | |
| RotatEVenue=ICLR'192026.04 | 4.7 | 2.4 | 6.1 | 12.5 |