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Inductive Link Prediction on WN18RR inductive (test)

0.737MRR

FnF-TG

Updated 4d ago

Evaluation Results

Method	Links
FnF-TG 2024.08		0.737	0.661	0.789	0.873
FnF-TG 2024.08		0.732	0.652	0.785	0.875
FnF-TG 2024.08		0.727	0.648	0.781	0.867
FnF-TG 2024.08		0.713	0.632	0.768	0.857
FnF-TG 2024.08		0.638	0.543	0.7	0.808
FnF-TGBERTTINY 2024.08		0.638	0.543	0.7	0.808
FnF-TGBERTTINY 2024.08		0.585	0.483	0.652	0.769
FnF-TGBERTTINY 2024.08		0.573	0.48	0.629	0.738
STATIK 2024.08		0.516	0.425	0.558	0.69
FnF-T 2024.08		0.373	0.238	0.442	0.647
FnF-T 2024.08		0.342	0.213	0.405	0.603
STAR 2024.08		0.321	0.192	0.381	0.576
FnF-T 2024.08		0.32	0.197	0.379	0.572
FnF-TBERTTINY 2024.08		0.307	0.21	0.353	0.495
kNN-KGE 2022.01		0.294	0.223	0.32	0.431
BLP 2024.08		0.285	0.135	0.361	0.58
BLP-TransE† 2022.01		0.285	0.135	0.361	0.58
FnF-T 2024.08		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-T 2024.08		0.193	0.098	0.23	0.385
FnF-TBERTTINY 2024.08		0.193	0.098	0.23	0.385
BOW 2024.08		0.18	0.045	0.244	0.45
BE-BOW+ 2022.01		0.18	0.045	0.244	0.45
FnF-TBERTTINY 2024.08		0.169	0.08	0.198	0.346
DKRL 2024.08		0.139	0.048	0.169	0.32
BE-DKRL+ 2022.01		0.139	0.031	0.141	0.282
FnF-TGBERTTINY 2024.08		0.108	0.028	0.147	0.242
FnF-TBERTTINY 2024.08		0.064	0.012	0.082	0.159
Random baseline 2024.08		0.0003	-	-	-