Aspect-based Sentiment Quadruple Extraction on LASQ Uzbek benchmark leaderboard · SOTA2 Research

Aspect-based Sentiment Quadruple Extraction on LASQ Uzbek

75.9Entity Target F1SKEM

Evaluation Results

Method	Links
SKEM2026.04		75.9	28.44	54.86	22.27	40.79	20.45	22.71	13.82	17.18
H2DT2026.04		75.77	25.17	54.65	19.69	40.36	19.96	24.3	11.76	15.85
Meta-WP2026.04		75.62	25.35	54.51	20.57	40.4	19.29	25.52	11.13	15.5
MRM-STS2026.04		73.52	26.52	50.57	21.05	39.7	20.26	18.66	12.82	15.9
Span-ASTE2026.04		65.21	24.29	46.81	17.92	32.17	16.83	18.96	10.31	13.36
EC-ACOS2026.04		64.06	23.32	44.75	16.41	30.92	15.16	16.94	8.72	11.51
ParaPhrase2026.04		63.16	22.86	47.87	16.91	33.5	15.89	22.27	8.96	12.78
GPT-52026.04		40.24	16.56	30.53	15.35	27.02	16.3	20.23	9.5	12.93
Qwen3-Max2026.04		40.06	16.86	30.25	14.29	30.21	15.38	18.64	8.04	11.23
GPT-52026.04		38.32	13.89	27.75	13.71	25.11	14.55	19.3	6.52	9.75
Qwen3-Max2026.04		35.51	14.05	26.22	11.01	26.01	12.31	15.53	5.91	8.56