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ResearchFormerly WizWand

Triple Classification on FB15k-237N (test)

0.657AccuracyComplEx
-0.0204460.155430.3313050.50718Oct 10, 2025
Updated 5mo ago

Evaluation results

MethodLinks
ComplEx2025.100.6570.66460.63380.6488
ReaLMOntology=Included2025.100.00810.00780.00890.0083
SSQRBackbone=LLaMA3.12025.100.0080.00760.00870.0081
SSQRBackbone=LLaMA22025.100.00790.00760.00870.0081
ReaLMOntology=Excluded2025.100.00780.00750.00860.008
KoPA2025.100.00780.00710.00940.0081
KG-LLaMABackbone=LLaMA2025.100.00750.00670.00960.0079
KG-AlpacaBackbone=Alpaca2025.100.0070.00630.00980.0077
TransE2025.100.0070.00710.00670.0069
RotatE2025.100.00680.00690.00660.0068
GPT-3.52025.100.0060.00870.00240.0038
DistMult2025.100.00590.00590.00570.0058
Alpaca2025.100.00560.00530.00970.0069