Retrieval-Augmented Generation on KR1 benchmark leaderboard · SOTA2 Research

Retrieval-Augmented Generation on KR1

84.4PC (MR)RAPS-DA

Evaluation Results

Method	Links
RAPS-DA2026.06		84.4	—	85.7	88.2	60.3	55.8	42.6	78.5	75.3	38.5	47.8	17.6	60.4	76.9	52.9
RAPS-DA2026.06		74.8	—	73.5	83.2	35.6	33.3	28.7	69.8	57.4	28.4	39.9	12.1	52	63.6	32.5
GRPO w/ RAG2026.06		73.6	—	74.7	78.9	38.9	31.7	36.5	74	—	34.7	39	14.7	—	—	35.7
GRPO w/ RAG2026.06		71	—	70.6	80	19.9	15.1	19.4	66.7	53.6	24.8	35.6	9.1	48.5	60.1	18.1
KR12026.06		70.6	—	75.2	78.8	47.8	33.1	38.1	72.5	—	37	42.3	14.6	—	—	39.7
KR12026.06		66.2	—	59.8	78.7	28.8	28.6	22	—	54.7	—	—	—	—	—	26.5
RAG prompting2026.06		63.2	—	63.9	73.3	22.2	13	28.1	61.9	70.5	22.9	22.5	6.9	42.1	66.2	21.1
RAG prompting2026.06		55.1	—	52.9	59.5	13.5	8.7	6.8	51.2	42.2	14.7	13	3.6	33.1	46.7	9.7
Query-only2026.06		30	—	26.5	35.8	30.6	28.9	39.4	30.9	70.8	25.4	26.7	5.7	25	50.9	33
Query-only2026.06		16.8	—	18.4	23.9	16	18.3	22.6	20.8	53.3	12.6	11.3	2.1	14.2	37	19