Link Prediction on DB15K Higher split
0.2614MRRMRCKG
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MRCKGSetting=Ours2026.04 | 0.2614 | 0.3973 | |
| IncDESetting=Dedicated CKGE2026.04 | 0.2347 | 0.3567 | |
| FastKGESetting=Dedicated CKGE2026.04 | 0.2058 | 0.3128 | |
| ComplEx+EWCSetting=Unimodal +CL2026.04 | 0.1538 | 0.2292 | |
| ComplEx+FTSetting=Unimodal +FT2026.04 | 0.1512 | 0.2289 | |
| TuckER+FTSetting=Unimodal +FT2026.04 | 0.1489 | 0.2098 | |
| MMDistMult+FTSetting=Multimodal +FT2026.04 | 0.1198 | 0.1887 | |
| RotatE+EWCSetting=Unimodal +CL2026.04 | 0.1109 | 0.1684 | |
| DistMult+EWCSetting=Unimodal +CL2026.04 | 0.1102 | 0.1979 | |
| MMTransE+ReplaySetting=Multimodal +CL2026.04 | 0.1083 | 0.254 | |
| TransE+ReplaySetting=Unimodal +CL2026.04 | 0.1067 | 0.2336 | |
| DistMult+FTSetting=Unimodal +FT2026.04 | 0.1063 | 0.1988 | |
| MMTransE+EWCSetting=Multimodal +CL2026.04 | 0.1042 | 0.2319 | |
| MMRotatE+FTSetting=Multimodal +FT2026.04 | 0.1024 | 0.1558 | |
| TransE+EWCSetting=Unimodal +CL2026.04 | 0.0994 | 0.2204 | |
| TransE+FTSetting=Unimodal +FT2026.04 | 0.0987 | 0.2271 | |
| MMTransE+FTSetting=Multimodal +FT2026.04 | 0.0976 | 0.2245 | |
| TuckER+EWCSetting=Unimodal +CL2026.04 | 0.0723 | 0.1212 |