Knowledge Graph Completion on MKG-W benchmark leaderboard · SOTA2 Research

Knowledge Graph Completion on MKG-W

0.404MRRTOFU

Evaluation Results

Method	Links
TOFU2026.02		0.404	0.3439	0.4298	0.5166
LMBKGC2026.02		0.3846	0.312	0.4178	0.5146
APKGC2026.02		0.374	0.306	0.404	0.501
SNAG2026.02		0.373	0.302	0.405	0.503
M-Hyper2025.09		0.3702	0.3124	0.3916	0.4884
MCKGC2026.02		0.3688	0.3132	0.3892	0.4743
NATIVE2026.02		0.3684	0.2994	0.4006	0.4939
K-ON2026.02		0.3664	0.3005	0.3872	0.4826
MyGO2026.02		0.361	0.2978	0.3854	0.4775
MyGO2025.09		0.361	0.2978	0.3854	0.4775
MoMoK2026.02		0.3589	0.3038	0.3754	0.4613
MoMoK2025.09		0.3589	0.3038	0.3754	0.4613
K-ON*2025.09		0.3583	0.2941	0.3732	0.4716
MMRNS2026.02		0.3503	0.2859	0.3749	0.4747
MMRNS2025.09		0.3503	0.2859	0.3749	0.4747
BiQUE*2025.09		0.3501	0.2942	0.3701	0.4649
IMF2026.02		0.345	0.2877	0.3662	0.4544
QuatE*2025.09		0.345	0.2894	0.3671	0.4664
IMF2025.09		0.345	0.2877	0.3662	0.4544
OTKGE2026.02		0.3436	0.2885	0.3625	0.4488
OTKGE2025.09		0.3436	0.2885	0.3625	0.4488
AdaMF2026.02		0.3427	0.2721	0.3786	0.4721
AdaMF2025.09		0.3427	0.2721	0.3786	0.4721
DualE*2025.09		0.3394	0.2755	0.3656	0.4609
RotatE2025.09		0.3367	0.268	0.3668	0.4673
MoSE2025.09		0.3334	0.2778	0.3394	0.4106
VISTA2026.02		0.3291	0.2612	0.3538	0.4561
VISTA2025.09		0.3291	0.2612	0.3538	0.4561
QEB2026.02		0.3238	0.2547	0.3506	0.4532
QEB2025.09		0.3238	0.2547	0.3506	0.4532
IKRL2026.02		0.3236	0.2611	0.3475	0.4407
IKRL2025.09		0.3236	0.2611	0.3475	0.4407
TBKGC2026.02		0.3148	0.2531	0.3398	0.4324
MANS2026.02		0.3088	0.2489	0.3363	0.4178
VBKGC2026.02		0.3061	0.2491	0.3301	0.4088
VBKGC2025.09		0.3061	0.2491	0.3301	0.4088
MMKRL2026.02		0.301	0.2216	0.3409	0.4469
TransAE2026.02		0.3	0.2123	0.3491	0.4472
TransAE2025.09		0.3	0.2123	0.3491	0.4472
RSME2026.02		0.2923	0.2336	0.3197	0.4043
TransE2025.09		0.2919	0.2106	0.332	0.4423
ComplEx2025.09		0.2493	0.1909	0.2669	0.3673