List your company
ResearchFormerly WizWand

Knowledge Graph Retrieval on STaRK-Prime Synthetic 1.0

0.464Hits@1FocusR
0.0278240.1410620.25430.367538Feb 18, 2026
Updated 8mo ago

Evaluation results

MethodLinks
FocusRCategory=Hybrid2026.020.4640.6390.537
mFARCategory=Finetuned2026.020.4090.6280.512
4StepCategory=Hybrid2026.020.3930.5320.458
MoRCategory=Finetuned2026.020.3640.60.469
A+G-ECategory=Ours, Composition=SPARK+SAGE-Edge2026.020.30860.51480.432
KARCategory=Query Expansion2026.020.30350.4930.3922
A+G+ECategory=Ours, Composition=SPARK+SAGE+Edge2026.020.30140.49560.4279
SPARKCategory=Ours2026.020.29120.48310.4194
AGRCategory=Query Expansion2026.020.25850.44410.3504
RARCategory=Query Expansion2026.020.22230.40840.3093
AvaTaRCategory=Agentic2026.020.2010.39890.2918
HyDeCategory=Query Expansion2026.020.16850.37590.2656
ReACTCategory=Agentic2026.020.15280.31950.2276
m-adaCategory=Dense2026.020.1510.33560.2349
ReflexCategory=Agentic2026.020.14280.34990.2482
D+BCategory=Hybrid2026.020.13710.31130.2139
BM25Category=Sparse2026.020.12750.27920.1984
ada-002Category=Dense2026.020.12630.31490.2141
QAGNNCategory=Structural2026.020.08850.21350.1473
DPRCategory=Dense2026.020.04460.21850.1238