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Entity Classification on RELBENCH rel-stack user-badge (test)
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0.8964
AUROC
Rel-LLM
0.609984
0.684342
0.7587
0.833058
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
Rel-LLM
Evaluation Protocol=Fi...
2025.06
0.8964
RDL
Model Type=GNN + Tabular
2025.06
0.8886
ICL + MLP
Evaluation Protocol=ML...
2025.06
0.8819
Griffin
Target DB in pretraini...
2025.10
0.823
RT
Target DB in pretraini...
2025.10
0.811
RT
Target DB in pretraini...
2025.10
0.801
Gemma
Target DB in pretraini...
2025.10
0.8
Gemma
Target DB in pretraini...
2025.10
0.798
Gemma
Target DB in pretraini...
2025.10
0.791
Griffin
Target DB in pretraini...
2025.10
0.735
ICL
Evaluation Protocol=In...
2025.06
0.7113
Entity Mean
Target DB in pretraini...
2025.10
0.662
LightGBM
Model Type=Gradient Bo...
2025.06
0.6343
Rel-Zero
Evaluation Protocol=Ze...
2025.06
0.6212
RelLLM
Target DB in pretraini...
2025.10
0.621
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