Summarization on RAGTruth summarization (test) benchmark leaderboard · SOTA2 Research

Summarization on RAGTruth summarization (test)

52ROUGE-1SFT

Evaluation Results

Method	Links
SFT2025.12		52	26	35	71	3.52	4.22	4.72	4.59	93	82
SFT2025.12		52	26	35	71	3.79	4.38	4.83	4.72	96	85
DPO2025.12		52	26	35	71	3.8	4.39	4.85	4.73	96	86
DPO2025.12		51	25	34	70	3.43	4.09	4.71	4.48	93	82
Add-DPO2025.12		51	24	33	70	3.46	4.16	4.73	4.54	93	81
PL-DPO2025.12		51	26	34	70	3.51	4.05	4.68	4.51	92	81
Baseline2025.12		47	21	31	68	3.3	4.23	4.68	4.53	91	79
Baseline2025.12		47	20	31	68	3.3	4.24	4.73	4.6	95	80
DPO2025.12		46	20	30	68	3.2	3.81	4.44	4.23	86	75
Add-DPO2025.12		46	21	30	68	3.15	3.71	4.4	4.17	84	73
PL-DPO2025.12		46	20	30	68	3.22	3.67	4.37	4.16	85	74
PL-DPO2025.12		45	20	29	67	2.54	3.13	3.85	3.5	73	62
SFT2025.12		45	20	29	67	3.15	3.63	4.23	4.02	84	73
SFT2025.12		44	19	29	66	2.54	3.15	3.91	3.52	75	62
DPO2025.12		44	19	28	66	2.66	3.19	3.91	3.56	77	65
Add-DPO2025.12		43	17	27	65	2.54	3.12	3.83	3.47	74	62
Baseline2025.12		41	16	25	65	3.22	3.71	4.45	4.3	81	73
Baseline2025.12		40	16	25	64	2.57	3.18	3.92	3.6	74	62