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Link Prediction on 19 Knowledge Graphs Inductive (e, r)

0.341MRRSEMMA + KMAS
0.316040.322520.3290.33548May 26, 2026

Evaluation results

MethodLinks
SEMMA + KMASNegative Sampling=KMAS2026.050.3410.517
TRIX + KMASNegative Sampling=KMAS2026.050.340.523
TRIX2026.050.3370.523
MOTIF + KMASNegative Sampling=KMAS2026.050.3330.508
SEMMA2026.050.3310.502
MOTIF2026.050.3290.498
ULTRA + KMASNegative Sampling=KMAS2026.050.3260.508
SCR2026.050.320.498
ULTRA2026.050.3170.499