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Knowledge Graph Completion on MKG-W (test)

45.45MRRRADD
19.9726.58533.239.815Apr 28, 2026

Evaluation results

MethodLinks
RADDCategory=Ours2026.0445.4539.8847.5855.83
RADD-SCategory=Unimodal KGC, Structure-only=true2026.0436.4830.838.5947.34
DHNSCategory=Negative Sampling2026.0436.4129.7339.7549.22
MoMoKCategory=MMKGC2026.0435.8930.3837.5446.13
AdaMF-MATCategory=MMKGC2026.0435.8529.0439.0148.42
MMRNSCategory=Negative Sampling2026.0435.0328.5937.4947.47
IMFCategory=MMKGC2026.0434.528.7736.6245.44
PairRECategory=Unimodal KGC2026.0434.428.2436.7146.04
OTKGECategory=MMKGC2026.0434.3628.8536.2544.88
AdaMFCategory=MMKGC2026.0434.2727.2137.8647.21
GC-OTECategory=Unimodal KGC2026.0433.9226.5535.9646.05
RotatECategory=Unimodal KGC2026.0433.6726.836.6846.73
MoSECategory=MMKGC2026.0433.3427.7833.9441.06
VISTACategory=MMKGC2026.0432.9126.1235.3845.61
QEBCategory=MMKGC2026.0432.3825.4735.0645.32
IKRLCategory=MMKGC2026.0432.3626.1134.7544.07
TBKGCCategory=MMKGC2026.0431.4825.3133.9843.24
MANSCategory=Negative Sampling2026.0430.8824.8933.6341.78
VBKGCCategory=MMKGC2026.0430.6124.9133.0140.88
MMKRLCategory=MMKGC2026.0430.122.1634.0944.69
TransAECategory=MMKGC2026.043021.2334.9144.72
RSMECategory=MMKGC2026.0429.2323.3631.9740.43
TransECategory=Unimodal KGC2026.0429.1921.0633.244.23
MKGLCategory=LLM-based MMKGC2026.0429.1124.331.638.28
ComplExCategory=Unimodal KGC2026.0428.0921.4530.8944.77
TransDCategory=Unimodal KGC2026.0426.8419.6531.4842.68
KBGANCategory=Negative Sampling2026.0425.7819.0528.7137.89
DistMultCategory=Unimodal KGC2026.0420.9515.8922.8836.8