List your company

Knowledge Graph Completion on DB15K (test)

45.02MRRRADD
20.5826.92533.2739.615Apr 28, 2026

Evaluation results

MethodLinks
RADDCategory=Ours2026.0445.0237.1648.9460.26
RADD-SCategory=Unimodal KGC, Structure-only=true2026.0441.1733.0845.0857.17
MoMoKCategory=MMKGC2026.0439.5732.3843.4554.14
K-ONCategory=LLM-based MMKGC2026.0436.6430.0538.7248.26
AdaMF-MATCategory=MMKGC2026.0435.1425.341.1152.92
DHNSCategory=Negative Sampling2026.0434.5926.839.251.2
MKGLCategory=LLM-based MMKGC2026.0432.8626.5435.5744.76
MMRNSCategory=Negative Sampling2026.0432.6823.0137.8651.01
AdaMFCategory=MMKGC2026.0432.5121.3139.6751.68
IMFCategory=MMKGC2026.0432.2524.23648.19
GC-OTECategory=Unimodal KGC2026.0431.8522.1136.5251.18
PairRECategory=Unimodal KGC2026.0431.1321.6235.9149.3
VBKGCCategory=MMKGC2026.0430.6119.7537.1849.44
VISTACategory=MMKGC2026.0430.4222.4933.5645.94
RSMECategory=MMKGC2026.0429.7624.1532.1240.29
RotatECategory=Unimodal KGC2026.0429.2817.8736.1249.66
MANSCategory=Negative Sampling2026.0428.8216.8736.5849.26
TBKGCCategory=MMKGC2026.0428.415.6137.0349.86
MoSECategory=MMKGC2026.0428.3821.5630.9141.67
QEBCategory=MMKGC2026.0428.1814.8236.6751.55
TransAECategory=MMKGC2026.0428.0921.2531.1741.17
ComplExCategory=Unimodal KGC2026.0427.4818.1331.5745.37
IKRLCategory=MMKGC2026.0426.8214.0934.9349.09
MMKRLCategory=MMKGC2026.0426.8113.8535.0749.39
TransECategory=Unimodal KGC2026.0424.8612.7831.4847.07
KBGANCategory=Negative Sampling2026.0424.8319.4827.1536.49
OTKGECategory=MMKGC2026.0423.8618.4525.8934.23
DistMultCategory=Unimodal KGC2026.0423.0314.7826.9840.59
TransDCategory=Unimodal KGC2026.0421.528.3429.9344.24