Entity Classification on RelBench V1 benchmark leaderboard · SOTA2 Research

Entity Classification on RelBench V1

82.41DNF ScoreKumoRFMv1*

Evaluation Results

Method	Links
KumoRFMv1*2026.05		82.41	91.07	64.85	64.11	76.08	89.2	70.79	67.29	79.93	87.09	80	67.71	76.71	6.75
RT*zero2026.05		81.2	89.3	59.5	61.8	73.22	77.47	51.8	64	70.9	75.7	80.1	62.8	70.65	8.67
RelGT2026.05		75.87	83.52	68.3	66.78	76.09	81.57	68.61	70.39	82.55	90.53	86.32	69.27	76.65	4.5
RelGNN2026.05		75.29	85.69	68.23	66.18	79.61	86.18	71.24	70.99	82.64	90.75	88.98	70.93	78.06	2.83
GraphSAGE2026.05		72.62	75.54	65.9	66.2	76.89	81.62	68.6	70.42	82.81	90.59	88.86	69.88	75.83	5.17
KumoRFMv22026.05		72.03	82.09	67.42	69.41	79.34	78.86	72.03	67.71	80.18	88.69	85.4	67.81	75.91	5.75
RDBLearn2026.05		71.72	77.6	65.72	66.47	75.55	78.65	72.9	69.74	82.18	90.23	82.81	70.11	75.31	6.46
RDBLearn2026.05		71.72	82.72	69.06	66.76	76.81	73.7	72.89	69.35	82.46	90.59	85.98	70.06	76.01	4.83
RDBLearn2026.05		70.87	79.69	69.04	65.49	75.04	82.52	71.58	67.57	82.07	89.39	85.26	68.05	75.55	6.83
TabPFN-REL2026.05		70.74	79.98	67.09	66.68	77.11	85.38	76.43	70.27	82.81	90.66	85.17	70.55	76.91	4.29
Griffin2026.05		57.7	82.5	45.9	60.7	71.88	83.27	51	62.3	69	77.5	73.5	60.2	66.29	9.92