Retrieval-Augmented Generation on Hotpot-ENKB5 Out-of-Domain Average benchmark leaderboard · SOTA2 Research

Retrieval-Augmented Generation on Hotpot-ENKB5 Out-of-Domain Average

96.45Language ConsistencyQwen3-30B-A3B-Instruct-2507

Evaluation Results

Method	Links
Qwen3-30B-A3B-Instruct-25072026.07		96.45	74.46	79.22	83.37	—	—	—	—	—	—	—	—
TR-RAG2026.07		96.41	73.19	86.68	85.43	—	—	—	—	—	—	—	—
Naive-RL2026.07		96.41	60.36	78.67	78.48	92.91	99.91	83.15	37.56	84.91	72.43	86.99	69.97
On-Policy Distillation2026.07		96.41	59.56	75.27	77.08	92.91	99.91	79.72	39.39	82.29	68.24	84.97	69.18
Prompt-Control2026.07		96.4	45.28	55.77	65.82	92.9	99.9	62.57	27.99	62.09	49.44	72.52	59.11
Knowledge distillation2026.07		96.4	55.77	71.4	74.52	92.9	99.9	76.16	35.37	79.11	63.69	82.72	66.32
SDFT2026.07		96.4	59.55	75.76	77.23	92.9	99.9	81	38.09	82.61	68.9	85.5	68.96
TR-RAG2026.07		96.4	63.47	80.22	80.03	92.9	99.9	83.47	43.47	85.68	74.76	87.35	72.71
Llama-3.2-3B-Instruct2026.07		96.36	40.69	54.93	64	92.9	99.81	56.22	25.16	59.53	50.33	69.55	58.43
DIT2026.07		96.32	41.22	53.06	63.53	92.9	99.72	58.25	24.19	60.15	45.97	70.43	56.63
Translate2026.07		96.23	37.15	43.44	58.94	92.9	99.55	56.22	18.07	59.53	27.35	69.55	48.32
Llama-3.3-70B-Instruct2026.07		96.11	70.2	85.68	84	92.63	99.59	90.66	49.73	87.06	84.3	90.12	77.87
SFT2026.07		90.82	58.64	70.45	73.3	89.64	92	75.12	42.16	81.77	59.13	82.18	64.43