Summarization on CNN/DM (R1, R2, RL, BS, MS, EM, CM, SM, UE, Fe, Fi, SC) benchmark leaderboard · SOTA2 Research

Summarization on CNN/DM (R1, R2, RL, BS, MS, EM, CM, SM, UE, Fe, Fi, SC)

51.85ROUGE-1Oracle

Evaluation Results

Method	Links
Oracle2026.05		51.85	28.45	45.15	71.35	61.29	23.82	-0.47	35.02	95.2	99.8	84.22	99.89
Oracle2026.05		46.68	27.01	41.8	69.9	59.54	39.8	-0.47	23.46	96.12	99.86	92.69	98.62
Oracle2026.05		40.88	18.83	34.05	67.03	—	14.81	-0.45	49.41	95.63	99.81	55.71	99.95
FIZZ-0.752026.05		40.67	17.87	34.36	65.94	58.24	7.68	-4.46	2.44	84.16	98.45	—	99.7
FENICE-0.752026.05		40.6	17.47	34.11	65.86	58.25	10.44	-3.82	2.36	83.34	—	52.44	99.7
FIZZ-0.02026.05		40.54	17.81	34.23	65.91	58.17	5.18	-5.59	2.39	84.65	98.39	—	99.72
FENICE-0.02026.05		40.52	17.46	34.06	66.02	58.19	5.96	-5.21	2.14	85.18	—	55.83	99.71
MBR-1.02026.05		40.36	17.23	33.87	65.6	58.19	11.29	-3.78	—	81.41	97.35	47.26	99.69
Baseline2026.05		39.96	16.88	33.38	65.52	58.03	4.46	-6.62	1.63	81.37	95.52	39.36	99.74
MBR-1.02026.05		36.56	16.65	31.14	64.88	56.87	12.03	-4.44	—	89.67	97.32	60.6	97.73
FENICE-0.752026.05		36.5	16.63	31.23	64.97	56.9	13.37	-4.54	6.6	90.14	—	65.85	97.71
Baseline2026.05		36.37	17.34	31.64	64.78	56.79	12.26	-5.67	2.24	89.86	97.02	68.44	97.63
FIZZ-0.752026.05		36.14	16.65	31.14	64.68	56.79	13.19	-4.99	4.59	89.48	97.8	—	97.65
FENICE-0.02026.05		35.69	15.94	30.67	64.61	56.74	14.56	-5.49	-0.13	89.54	—	68.89	97.65
FIZZ-0.02026.05		35.6	16.27	30.78	64.37	56.65	12.8	-5.91	0.45	88.94	97.66	—	97.62
FIZZ-0.752026.05		35.36	13.98	28.8	64.34	56.68	5.34	-1.95	25.08	92.7	98.9	—	99.9
FENICE-0.752026.05		35.31	14.11	28.71	64.38	56.66	5.95	-1.6	31.14	92.91	—	28.5	99.91
FIZZ-0.02026.05		35.26	13.8	28.74	64.23	56.66	5.13	-2.27	20.92	92.55	98.89	—	99.9
FENICE-0.02026.05		35.15	13.77	28.66	64.2	56.64	5.53	-2.05	21.19	92.63	—	31.12	99.9
MBR-1.02026.05		35.15	14.07	28.52	64.36	56.63	6.02	-1.51	—	92.99	98.5	24.73	99.92
Baseline2026.05		34.83	13.51	28.34	64.04	56.56	4.8	-2.12	21.7	92.58	98.43	24.98	99.91