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Entity Classification on RelBench rel-stack user-badge

89AUC

RelGNN

Updated 1mo ago

Evaluation Results

Method	Links
RelGNN 2026.05		89
FROG 2026.05		88.93
RDL 2026.05		88.89
RT 2026.06		88.5
NBFNet 2026.06		88.4
RDL-GNN 2026.06		87.9
RelGNN 2026.06		87.5
OpenRFM (tabpfn) 2026.06		86.4
RelGT 2026.02		86.32
RelGT 2026.06		86.3
OpenRFM (tabicl) 2026.06		86.3
KumoRFMv1 2026.06		85.4
RDBLearn 2026.02		85.26
JUICE (supp×8) 2026.06		83.9
RDB-PFN 2026.06		83.9
Griffin 2026.06		83.9
RT 2026.02		83.6
JUICE 2026.06		83.1
Griffin 2026.02		82.3
LimiX16m 2026.03		81.07
Mitra 2026.03		81.05
TabICLv1 2026.03		80.83
TabICLv1.1 2026.03		80.44
LLM-A 2026.02		80
KumoRFM 2026.02		80
LimiX16m-1estimator 2026.03		79.92
LimiX2m 2026.03		79.59
TabICLv1.1-1estimator 2026.03		79.55
TabPFNv2.5 2026.03		79.41
TabPFNv2.5-1estimator 2026.03		78.16
TabPFNv2 2026.03		78.04
RDBPFN 2026.03		77.29
Random Forest 2026.03		77.19
RDBPFN_single_table 2026.03		76.19
RT-Plurel 2026.06		71.6
LLM-B 2026.02		71.13
XGBoost 2026.03		67.22
LightGBM 2026.05		63.16
RelLLM 2026.02		62.12
AutoGluon 2026.03		59.27