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Entity Classification on RELBENCH rel-stack user-badge (test)
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0.9
AUROC
GelGT
0.60984
0.68517
0.7605
0.83583
Jun 6, 2025
Aug 2, 2025
Sep 28, 2025
Nov 24, 2025
Jan 20, 2026
Mar 18, 2026
May 15, 2026
AUROC
Updated 16d ago
Evaluation Results
Method
Method
Links
AUROC
GelGT
2026.05
0.9
Rel-LLM
Evaluation Protocol=Fi...
2025.06
0.8964
Rel-LLM
2026.05
0.89
Nodeformer
2026.05
0.89
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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