Graph Reasoning on GRbench benchmark leaderboard · SOTA2 Research

Graph Reasoning on GRbench

48.87E-COMMERCE (R-L) ScoreGRAPHDANCER

Evaluation Results

Method	Links
GRAPHDANCER2026.01		48.87	47	43.82	49.58	31.55	29.63	38.25	42.78	40.62	42.25
Vanilla RL2026.01		45.66	45	47.36	49.17	27.09	25.93	33.84	36.11	38.49	39.05
Graph-CoT2026.01		43.58	41	43.6	47.5	27.47	26.67	30.68	35.56	36.33	37.68
Graph-CoT2026.01		42.4	44.5	41.59	46.25	22.33	29.89	30.52	28.33	34.21	37.24
Graph-CoT2026.01		39.91	42.5	48.03	53.33	38.82	36.67	32.66	35.56	39.85	42.01
Graph-CoT2026.01		37.06	39.5	36.04	46.25	39.88	41.48	35.47	40	37.11	41.81
ToG-22026.01		29.28	35	21.97	30.42	18.66	18.89	25.59	23.33	23.88	26.91
GraphRAG2026.01		17.52	28	14.94	24.17	8.69	14.07	18.66	22.22	14.95	22.12
TextRAG2026.01		14.06	20	10.04	20.83	4.57	8.52	18.14	23.89	11.7	18.31