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Entity Regression on RelBench V1

2.747F1 Positive Error (MAE)

KumoRFMv1*

Updated 19d ago

Evaluation Results

Method	Links
KumoRFMv1* 2026.05		2.747	0.035	0.264	58.231	0.417	16.161	55.254	0.065	0.04	0.908	6.06
RT*zero 2026.05		2.901	0.058	0.379	73.999	0.455	18.802	57.996	0.11	0.089	1.24	9.44
TabPFN-REL 2026.05		3.757	0.031	0.241	40.202	0.385	14.359	46.199	0.068	0.059	0.864	3.56
RelGNN 2026.05		3.798	0.037	0.238	44.461	0.301	14.23	48.767	0.065	0.054	0.861	3.72
RDBLearn 2026.05		3.834	0.034	0.237	43.913	0.424	14.54	48.559	0.068	0.064	0.906	5.11
RDBLearn + v3 2026.05		3.835	0.034	0.245	43.29	0.375	14.72	50.097	0.068	0.064	0.898	5.89
RelGT 2026.05		3.917	0.035	0.25	43.992	0.326	14.267	48.922	0.065	0.054	0.87	4.67
RDBLearn + v2.5 2026.05		3.93	0.034	0.243	43.409	0.429	14.463	49.053	0.068	0.066	0.913	6.28
GraphSAGE 2026.05		4.022	0.041	0.258	44.473	0.4	14.313	50.053	0.065	0.056	0.918	6.39
KumoRFMv2 2026.05		4.022	0.033	0.241	41.974	0.433	14.627	45.352	0.065	0.043	0.866	4.33
Griffin 2026.05		4.46	0.05	0.461	78.232	0.463	35.59	53.214	0.092	0.151	1.471	10.56