Unified Aspect-Based Sentiment Analysis on Cross-domain ABSA Transfer Pairs S, R, L, D domains benchmark leaderboard · SOTA2 Research

Unified Aspect-Based Sentiment Analysis on Cross-domain ABSA Transfer Pairs S, R, L, D domains

56.39Micro-F1 (S -> R)BGCA_label-to-text

Evaluation Results

Method	Links
BGCA_label-to-text2023.05		56.39	61.69	59.12	43.2	39.76	47.94	45.52	36.4	34.16	36.57	46.07
GAS2023.05		54.61	49.06	53.4	30.99	29.64	33.34	43.5	35.12	39.29	35.81	40.48
BGCA_text-to-label2023.05		54.12	48.08	52.65	33.26	30.67	35.26	44.57	36.01	41.19	36.55	41.24
BERTE-UDA2023.05		53.97	49.52	51.84	30.67	27.78	34.41	43.95	35.76	40.35	38.05	40.63
BERTE-CDRG2023.05		53.09	57.96	54.39	40.85	42.96	38.83	45.66	35.06	31.62	34.22	43.46
BERTB-CDRG2023.05		47.92	49.79	47.64	35.14	38.14	37.22	38.68	33.69	27.46	34.08	38.98
BERTB-UDA2023.05		47.09	45.46	42.68	33.12	27.89	28.03	33.68	34.77	34.93	32.1	35.98
AHF2023.05		46.55	43.49	44.57	33.23	33.05	34.96	34.89	29.01	37.33	39.61	37.67
AD-SAL2023.05		41.03	43.04	41.01	28.01	27.2	26.62	34.13	27.04	35.44	33.56	33.71
RNSCN2023.05		33.21	35.65	34.6	20.04	16.59	20.03	26.63	18.87	33.26	22	26.09
Hier-Joint2023.05		31.1	33.54	32.87	15.56	13.9	19.04	20.72	22.65	24.53	23.24	23.72