Summarization on TrueBrief (test) benchmark leaderboard · SOTA2 Research

Summarization on TrueBrief (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
Sep-DPO2025.12		45	19	28	67	2.69	3.21	3.85	3.52	74	64
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	73	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	72	62