Cross-lingual Aspect-Based Sentiment Analysis on SemEval 2016 benchmark leaderboard · SOTA2 Research

Cross-lingual Aspect-Based Sentiment Analysis on SemEval 2016

67.44FR ScoreSUPERVISED

Evaluation Results

Method	Links
SUPERVISED2025.02		67.44	71.93	64.28	64.93	67.15
MSMO-DISTILL-M2025.02		63.89	69.93	65.15	63.2	65.54
CL-XABSA-DISTILL-M2025.02		62.1	69.37	64.27	62.29	64.51
SUPERVISED2025.02		61.8	67.88	56.8	58.87	61.34
MSMO-DISTILL-S2025.02		61.69	70.16	63.58	62.96	64.25
CL-XABSA-DISTILL-S2025.02		61.2	69.13	63.01	61.37	63.68
MSMO2025.02		61.01	69.74	63.26	62.52	64.13
ACS-DISTILL-S2025.02		61	68.93	62.89	60.97	63.45
Equi-XABSA2025.02		60.68	69.56	61.31	62.34	63.47
ACS-DISTILL-M2025.02		59.9	69.24	63.74	62.02	63.73
CL-XABSA (TL)2025.02		59.47	64.63	59.4	61.13	61.16
ACS2025.02		59.39	67.32	62.83	60.81	62.59
CL-XABSA (SL)2025.02		58.1	64.85	59.75	58.84	60.39
ZERO-SHOT2025.02		56.43	67.1	59.03	56.8	59.84
MSMO-DISTILL-M2025.02		54.39	64.59	54.14	54.89	56.94
MSMO-DISTILL-S2025.02		53.58	63.8	53.97	54.47	56.46
CL-XABSA-DISTILL-M2025.02		52.99	63.54	53.52	53.98	56.01
CL-XABSA-DISTILL-S2025.02		52.76	62.54	53.38	53.48	55.27
ACS-DISTILL-M2025.02		52.25	62.91	53.4	54.58	55.79
ACS-DISTILL-S2025.02		52.23	62.04	52.72	53	55
MSMO2025.02		51.42	63.26	52.68	53.45	55.2
CL-XABSA (TL)2025.02		50.55	60.09	52.45	50.73	53.46
Equi-XABSA2025.02		50.08	63.08	51.85	52.59	54.4
CL-XABSA (SL)2025.02		49.75	60.12	49.34	50.1	52.32
ACS2025.02		49.65	59.99	51.19	52.09	53.23
BILINGUAL-TA2025.02		49.34	61.87	58.64	52.89	55.69
TRANSLATION-TA2025.02		47	58.1	56.19	50.34	52.91
ZERO-SHOT2025.02		45.6	57.32	42.68	36.01	45.4
BILINGUAL-TA2025.02		41	51.23	49.72	43.67	46.41
TRANSLATION-TA2025.02		40.76	50.74	47.13	41.67	45.08