Knowledge Graph Retrieval on STaRK-Amazon 1.0 (Human) benchmark leaderboard · SOTA2 Research

Knowledge Graph Retrieval on STaRK-Amazon 1.0 (Human)

61.73Hits@1KAR

Evaluation Results

Method	Links
KAR2026.02		61.73	72.84	66.32
AvaTaR2026.02		58.32	76.54	65.91
RAR2026.02		55.56	71.6	62.15
AGR2026.02		55.56	71.6	63.54
KAR2026.02		51.2	58.3	54.2
Reflex2026.02		49.38	64.19	52.91
m-ada2026.02		46.91	72.84	58.74
HyDe2026.02		45.68	72.84	57.56
ReACT2026.02		45.65	71.73	58.81
A+G+E2026.02		45.1	55.6	48.9
SPARK2026.02		44.4	54.8	49.4
A+G-E2026.02		43.2	58.7	49.4
ada-0022026.02		39.5	64.19	52.65
RAR2026.02		38.1	45.24	42.04
HyDe2026.02		33.33	44.05	38.95
AGR2026.02		33.33	44.05	38.95
AvaTaR2026.02		33.33	42.86	38.62
D+B2026.02		32.14	44.05	38.46
BM252026.02		32.14	41.67	37.42
D+B2026.02		32.14	44.05	38.46
ada-0022026.02		28.57	41.67	35.81
Reflex2026.02		28.57	39.29	36.53
A+G-E2026.02		28.41	63.84	42.48
ReACT2026.02		27.27	40	33.94
BM252026.02		27.16	51.85	18.79
A+G+E2026.02		25.18	55.13	37.75
m-ada2026.02		23.81	41.67	31.43
QAGNN2026.02		22.22	49.38	31.33
SPARK2026.02		22.22	58.03	39.93
QAGNN2026.02		20.24	26.19	25.53
DPR2026.02		16.05	39.51	27.21
DPR2026.02		4.72	9.52	7.9