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ResearchFormerly WizWand

Knowledge Graph Completion on MKG-W

0.404MRRTOFU
0.2431120.2848810.326650.368419Sep 28, 2025Oct 20, 2025Nov 12, 2025Dec 5, 2025Dec 27, 2025Jan 19, 2026Feb 11, 2026
Updated 6mo ago

Evaluation results

MethodLinks
TOFUEvaluation Protocol=Transductive, Filter Setting=True2026.020.4040.34390.42980.5166
LMBKGCEvaluation Protocol=Transductive, Filter Setting=True2026.020.38460.3120.41780.5146
APKGCEvaluation Protocol=Transductive, Filter Setting=True2026.020.3740.3060.4040.501
SNAGEvaluation Protocol=Transductive, Filter Setting=True2026.020.3730.3020.4050.503
M-HyperModality Type=Multi-modal KGC2025.090.37020.31240.39160.4884
MCKGCEvaluation Protocol=Transductive, Filter Setting=True2026.020.36880.31320.38920.4743
NATIVEEvaluation Protocol=Transductive, Filter Setting=True2026.020.36840.29940.40060.4939
K-ONEvaluation Protocol=Transductive, Filter Setting=True2026.020.36640.30050.38720.4826
MyGOEvaluation Protocol=Transductive, Filter Setting=True2026.020.3610.29780.38540.4775
MyGOModality Type=Multi-modal KGC2025.090.3610.29780.38540.4775
MoMoKEvaluation Protocol=Transductive, Filter Setting=True2026.020.35890.30380.37540.4613
MoMoKModality Type=Multi-modal KGC2025.090.35890.30380.37540.4613
K-ON*Modality Type=Multi-modal KGC2025.090.35830.29410.37320.4716
MMRNSEvaluation Protocol=Transductive, Filter Setting=True2026.020.35030.28590.37490.4747
MMRNSModality Type=Multi-modal KGC2025.090.35030.28590.37490.4747
BiQUE*Modality Type=Uni-modal KGC2025.090.35010.29420.37010.4649
IMFEvaluation Protocol=Transductive, Filter Setting=True2026.020.3450.28770.36620.4544
QuatE*Modality Type=Uni-modal KGC2025.090.3450.28940.36710.4664
IMFModality Type=Multi-modal KGC2025.090.3450.28770.36620.4544
OTKGEEvaluation Protocol=Transductive, Filter Setting=True2026.020.34360.28850.36250.4488
OTKGEModality Type=Multi-modal KGC2025.090.34360.28850.36250.4488
AdaMFEvaluation Protocol=Transductive, Filter Setting=True2026.020.34270.27210.37860.4721
AdaMFModality Type=Multi-modal KGC2025.090.34270.27210.37860.4721
DualE*Modality Type=Uni-modal KGC2025.090.33940.27550.36560.4609
RotatEModality Type=Uni-modal KGC2025.090.33670.2680.36680.4673
MoSEModality Type=Multi-modal KGC2025.090.33340.27780.33940.4106
VISTAEvaluation Protocol=Transductive, Filter Setting=True2026.020.32910.26120.35380.4561
VISTAModality Type=Multi-modal KGC2025.090.32910.26120.35380.4561
QEBEvaluation Protocol=Transductive, Filter Setting=True2026.020.32380.25470.35060.4532
QEBModality Type=Multi-modal KGC2025.090.32380.25470.35060.4532
IKRLEvaluation Protocol=Transductive, Filter Setting=True2026.020.32360.26110.34750.4407
IKRLModality Type=Multi-modal KGC2025.090.32360.26110.34750.4407
TBKGCEvaluation Protocol=Transductive, Filter Setting=True2026.020.31480.25310.33980.4324
MANSEvaluation Protocol=Transductive, Filter Setting=True2026.020.30880.24890.33630.4178
VBKGCEvaluation Protocol=Transductive, Filter Setting=True2026.020.30610.24910.33010.4088
VBKGCModality Type=Multi-modal KGC2025.090.30610.24910.33010.4088
MMKRLEvaluation Protocol=Transductive, Filter Setting=True2026.020.3010.22160.34090.4469
TransAEEvaluation Protocol=Transductive, Filter Setting=True2026.020.30.21230.34910.4472
TransAEModality Type=Multi-modal KGC2025.090.30.21230.34910.4472
RSMEEvaluation Protocol=Transductive, Filter Setting=True2026.020.29230.23360.31970.4043
TransEModality Type=Uni-modal KGC2025.090.29190.21060.3320.4423
ComplExModality Type=Uni-modal KGC2025.090.24930.19090.26690.3673