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Knowledge Graph Completion on MKG-W

0.404MRR

TOFU

Updated 1mo ago

Evaluation Results

Method
TOFU 2026.02	0.404	0.3439	0.4298	0.5166
LMBKGC 2026.02	0.3846	0.312	0.4178	0.5146
APKGC 2026.02	0.374	0.306	0.404	0.501
SNAG 2026.02	0.373	0.302	0.405	0.503
M-Hyper 2025.09	0.3702	0.3124	0.3916	0.4884
MCKGC 2026.02	0.3688	0.3132	0.3892	0.4743
NATIVE 2026.02	0.3684	0.2994	0.4006	0.4939
K-ON 2026.02	0.3664	0.3005	0.3872	0.4826
MyGO 2026.02	0.361	0.2978	0.3854	0.4775
MyGO 2025.09	0.361	0.2978	0.3854	0.4775
MoMoK 2026.02	0.3589	0.3038	0.3754	0.4613
MoMoK 2025.09	0.3589	0.3038	0.3754	0.4613
K-ON* 2025.09	0.3583	0.2941	0.3732	0.4716
MMRNS 2026.02	0.3503	0.2859	0.3749	0.4747
MMRNS 2025.09	0.3503	0.2859	0.3749	0.4747
BiQUE* 2025.09	0.3501	0.2942	0.3701	0.4649
IMF 2026.02	0.345	0.2877	0.3662	0.4544
QuatE* 2025.09	0.345	0.2894	0.3671	0.4664
IMF 2025.09	0.345	0.2877	0.3662	0.4544
OTKGE 2026.02	0.3436	0.2885	0.3625	0.4488
OTKGE 2025.09	0.3436	0.2885	0.3625	0.4488
AdaMF 2026.02	0.3427	0.2721	0.3786	0.4721
AdaMF 2025.09	0.3427	0.2721	0.3786	0.4721
DualE* 2025.09	0.3394	0.2755	0.3656	0.4609
RotatE 2025.09	0.3367	0.268	0.3668	0.4673
MoSE 2025.09	0.3334	0.2778	0.3394	0.4106
VISTA 2026.02	0.3291	0.2612	0.3538	0.4561
VISTA 2025.09	0.3291	0.2612	0.3538	0.4561
QEB 2026.02	0.3238	0.2547	0.3506	0.4532
QEB 2025.09	0.3238	0.2547	0.3506	0.4532
IKRL 2026.02	0.3236	0.2611	0.3475	0.4407
IKRL 2025.09	0.3236	0.2611	0.3475	0.4407
TBKGC 2026.02	0.3148	0.2531	0.3398	0.4324
MANS 2026.02	0.3088	0.2489	0.3363	0.4178
VBKGC 2026.02	0.3061	0.2491	0.3301	0.4088
VBKGC 2025.09	0.3061	0.2491	0.3301	0.4088
MMKRL 2026.02	0.301	0.2216	0.3409	0.4469
TransAE 2026.02	0.3	0.2123	0.3491	0.4472
TransAE 2025.09	0.3	0.2123	0.3491	0.4472
RSME 2026.02	0.2923	0.2336	0.3197	0.4043
TransE 2025.09	0.2919	0.2106	0.332	0.4423
ComplEx 2025.09	0.2493	0.1909	0.2669	0.3673