Aspect Term Extraction on Cross-domain ABSA S, R, L, D domains (Transfer Pairs) benchmark leaderboard · SOTA2 Research

Aspect Term Extraction on Cross-domain ABSA S, R, L, D domains (Transfer Pairs)

63.2Micro-F1 (S -> R)BGCA_label-to-text

Evaluation Results

Method	Links
BGCA_label-to-text2023.05		63.2	69.53	65.33	45.86	44.85	54.07	57.13	46.15	37.15	38.24	52.15
GAS2023.05		61.24	53.02	56.44	31.19	32.14	35.72	52.24	43.76	42.24	37.77	44.58
BGCA_text-to-label2023.05		60.03	55.39	55.83	36.02	35.43	37.73	54.18	43.45	42.49	37.89	45.84
BERTE-CDRG2023.05		59.17	68.62	58.85	47.61	54.29	42.2	55.56	41.77	35.43	36.53	50
BERTE-UDA2023.05		59.07	55.24	56.4	34.21	30.68	38.25	54	44.25	42.4	40.83	45.53
BERTB-CDRG2023.05		56.26	60.03	52.71	42.36	47.08	41.85	46.65	39.51	32.6	36.97	45.6
BERTB-UDA2023.05		56.08	51.91	50.54	34.62	32.49	34.52	46.87	43.98	40.34	38.36	42.97
AD-SAL2023.05		52.05	56.12	51.55	39.02	38.26	36.11	45.01	35.99	43.76	41.21	43.91
RNSCN2023.05		48.89	52.19	50.39	30.41	31.21	35.5	47.23	34.03	46.16	32.41	40.84
Hier-Joint2023.05		46.39	48.61	42.96	27.18	25.22	29.28	34.11	33.02	34.81	35	35.66