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Knowledge Graph Completion on MKG-Y (test)

39.4MRRRADD
23.654427.742231.8335.9178Apr 28, 2026

Evaluation results

MethodLinks
RADDCategory=Ours2026.0439.435.7540.9345.87
RADD-SCategory=Unimodal KGC, Structure-only=true2026.0438.9635.3240.5645.4
AdaMF-MATCategory=MMKGC2026.0438.5734.3440.5945.76
K-ONCategory=LLM-based MMKGC2026.0438.130.1342.7753.59
AdaMFCategory=MMKGC2026.0438.0633.4940.4445.48
MoMoKCategory=MMKGC2026.0437.9135.0939.243.2
VBKGCCategory=MMKGC2026.0437.0433.7638.7542.3
MMKRLCategory=MMKGC2026.0436.8131.6639.7945.31
DHNSCategory=Negative Sampling2026.0436.4932.8838.8942.95
MoSECategory=MMKGC2026.0436.2833.6437.4740.81
MMRNSCategory=Negative Sampling2026.0435.9330.5339.0745.47
IMFCategory=MMKGC2026.0435.7932.9537.1440.63
OTKGECategory=MMKGC2026.0435.5131.9737.1841.38
RotatECategory=Unimodal KGC2026.0434.9529.138.3545.3
RSMECategory=MMKGC2026.0434.4431.7836.0739.09
QEBCategory=MMKGC2026.0434.3729.4936.9542.32
TBKGCCategory=MMKGC2026.0433.9930.4735.2740.07
IKRLCategory=MMKGC2026.0433.2230.3734.2838.26
GC-OTECategory=Unimodal KGC2026.0432.9526.7736.4444.08
PairRECategory=Unimodal KGC2026.0432.0125.5335.8343.89
TransECategory=Unimodal KGC2026.0430.7323.4535.1843.37
VISTACategory=MMKGC2026.0430.4524.8732.3941.53
MANSCategory=Negative Sampling2026.0429.0325.2531.3534.49
ComplExCategory=Unimodal KGC2026.0428.9423.1131.0743.48
TransAECategory=MMKGC2026.0428.125.3129.133.03
MKGLCategory=LLM-based MMKGC2026.0427.1418.6830.3943.87
TransDCategory=Unimodal KGC2026.0426.3917.0133.0540.41
DistMultCategory=Unimodal KGC2026.0425.0419.3227.839.95
KBGANCategory=Negative Sampling2026.0424.2620.6825.6829.16