Question Answering on NQ 1,000 queries (test) benchmark leaderboard · SOTA2 Research

Question Answering on NQ 1,000 queries (test)

51.3EMCogitoRAG

Evaluation Results

Method	Links
CogitoRAG2026.02		51.3	63.56
NV-Embed-v22026.02		43.5	59.9
HippoRAG22026.02		43.4	60
ComoRAG2026.02		38.5	52.6
GraphRAG2026.02		38	55.5
RAPTOR2026.02		37.8	54.5
HippoRAG2026.02		37.2	52.2
ToG22026.02		36.6	43.7
None2026.02		35.2	52.7
LightRAG2026.02		2.8	15.4