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Entity Classification on RELBENCH rel-f1 driver-dnf (test)
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0.812
AUROC
RT
0.53536
0.60718
0.679
0.75082
Jun 6, 2025
Jun 26, 2025
Jul 17, 2025
Aug 6, 2025
Aug 27, 2025
Sep 16, 2025
Oct 7, 2025
AUROC
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUROC
RT
Target DB in pretraini...
2025.10
0.812
RT
Target DB in pretraini...
2025.10
0.812
ICL + MLP
Evaluation Protocol=ML...
2025.06
0.7841
Rel-LLM
Evaluation Protocol=Fi...
2025.06
0.7715
Gemma
Target DB in pretraini...
2025.10
0.758
Entity Mean
Target DB in pretraini...
2025.10
0.754
RDL
Model Type=GNN + Tabular
2025.06
0.7262
Rel-Zero
Evaluation Protocol=Ze...
2025.06
0.7184
RelLLM
Target DB in pretraini...
2025.10
0.718
LightGBM
Model Type=Gradient Bo...
2025.06
0.6856
ICL
Evaluation Protocol=In...
2025.06
0.6581
Griffin
Target DB in pretraini...
2025.10
0.577
Griffin
Target DB in pretraini...
2025.10
0.577
Gemma
Target DB in pretraini...
2025.10
0.562
Gemma
Target DB in pretraini...
2025.10
0.546
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