Inductive Link Prediction on WN18RR inductive (test) benchmark leaderboard · SOTA2 Research

Inductive Link Prediction on WN18RR inductive (test)

0.737MRRFnF-TG

Evaluation Results

Method	Links
FnF-TG2024.08		0.737	0.661	0.789	0.873
FnF-TG2024.08		0.732	0.652	0.785	0.875
FnF-TG2024.08		0.727	0.648	0.781	0.867
FnF-TG2024.08		0.713	0.632	0.768	0.857
FnF-TG2024.08		0.638	0.543	0.7	0.808
FnF-TGBERTTINY2024.08		0.638	0.543	0.7	0.808
FnF-TGBERTTINY2024.08		0.585	0.483	0.652	0.769
FnF-TGBERTTINY2024.08		0.573	0.48	0.629	0.738
STATIK2024.08		0.516	0.425	0.558	0.69
FnF-T2024.08		0.373	0.238	0.442	0.647
FnF-T2024.08		0.342	0.213	0.405	0.603
STAR2024.08		0.321	0.192	0.381	0.576
FnF-T2024.08		0.32	0.197	0.379	0.572
FnF-TBERTTINY2024.08		0.307	0.21	0.353	0.495
kNN-KGE2022.01		0.294	0.223	0.32	0.431
BLP2024.08		0.285	0.135	0.361	0.58
BLP-TransE†2022.01		0.285	0.135	0.361	0.58
FnF-T2024.08		0.268	0.156	0.318	0.498
BLP-ComplEx†2022.01		0.261	0.156	0.297	0.472
BLP-DistMult†2022.01		0.248	0.135	0.288	0.481
FnF-T2024.08		0.193	0.098	0.23	0.385
FnF-TBERTTINY2024.08		0.193	0.098	0.23	0.385
BOW2024.08		0.18	0.045	0.244	0.45
BE-BOW+2022.01		0.18	0.045	0.244	0.45
FnF-TBERTTINY2024.08		0.169	0.08	0.198	0.346
DKRL2024.08		0.139	0.048	0.169	0.32
BE-DKRL+2022.01		0.139	0.031	0.141	0.282
FnF-TGBERTTINY2024.08		0.108	0.028	0.147	0.242
FnF-TBERTTINY2024.08		0.064	0.012	0.082	0.159
Random baseline2024.08		0.0003	—	—	—