Extractive Summarization on PubMed (test) benchmark leaderboard · SOTA2 Research

Extractive Summarization on PubMed (test)

61.49ROUGE-1ORACLE

Evaluation Results

Method	Links
ORACLE2024.08		61.49	34.7	55.92
Oracle2020.11		55.05	27.48	49.11
EYEGLAXS2024.08		50.34	24.57	45.96
Long-T52024.08		50.23	24.76	46.67
EYEGLAXS2024.08		50.17	24.41	45.66
EYEGLAXS2024.08		49.96	24.04	45.5
GoSum2024.08		49.83	23.56	45.1
EYEGLAXS2024.08		49.48	23.64	45.08
Lodoss-full-LG2024.08		49.38	23.89	44.84
Lodoss-base2024.08		48.1	22.53	43.51
Histruct+2024.08		46.59	20.39	42.11
Bigbird-large2024.08		46.32	20.65	42.33
MMR-Select+2020.11		45.39	20.37	40.99
RdLoss2020.11		45.3	20.42	40.95
MMR-Select2020.11		45.29	20.3	40.9
ExtSum-LG2020.11		45.18	20.2	40.72
SR Decoder2020.11		45.18	20.16	40.69
ORACLE2020.04		45.12	20.33	40.19
Sent-PTR2024.08		45.01	19.91	41.16
NeuSum Decoder2020.11		44.54	19.66	40.42
Trigram Blocking2020.11		43.33	17.67	39.01
MATCH-ORACLE2020.04		42.21	15.42	37.67
GenCompareSum2024.08		42.1	16.51	38.25
MATCHSUM2020.04		41.21	14.91	36.75
BERTEXT2020.04		41.05	14.88	36.57
BERTEXT2020.04		40.29	14.37	35.88
LexRank2024.08		39.19	13.89	34.59
BERTEXT2020.04		38.81	13.62	34.52
LEAD2020.04		37.58	12.22	33.11
Naive MMR2020.11		37.46	11.25	32.22
LEAD-102024.08		37.45	14.19	34.07
SumBasic2024.08		37.15	11.36	33.43