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Entity Classification on RELBENCH rel-f1 driver-top3 (test)
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91.4
AUROC
Gemma
68.6448
74.5524
80.46
86.3676
Jun 6, 2025
Aug 3, 2025
Sep 30, 2025
Nov 27, 2025
Jan 24, 2026
Mar 23, 2026
May 20, 2026
AUROC
Updated 12d ago
Evaluation Results
Method
Method
Links
AUROC
Gemma
Target DB in pretraini...
2025.10
91.4
Gemma
Target DB in pretraini...
2025.10
90.5
RT
Target DB in pretraini...
2025.10
89.3
RT
Target DB in pretraini...
2025.10
89.3
ICL
Evaluation Protocol=In...
2025.06
88.47
ICL + MLP
Evaluation Protocol=ML...
2025.06
87.36
Entity Mean
Target DB in pretraini...
2025.10
85
Gemma
Target DB in pretraini...
2025.10
84.6
FROG
2026.05
82.73
Griffin
Target DB in pretraini...
2025.10
82.5
Rel-LLM
Evaluation Protocol=Fi...
2025.06
82.22
RelGNN
2026.05
82.21
Griffin
Target DB in pretraini...
2025.10
81.8
RDL
2026.05
78.31
RDL
Model Type=GNN + Tabular
2025.06
75.54
LightGBM
Model Type=Gradient Bo...
2025.06
73.92
Rel-Zero
Evaluation Protocol=Ze...
2025.06
70.64
RelLLM
Target DB in pretraini...
2025.10
70.6
LightGBM
2026.05
69.52
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