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Aspect-based Sentiment Analysis on LAP 2014 (test)

85All-Aspect Score

TRMoE-ISA

Updated 13d ago

Evaluation Results

Method	Links
TRMoE-ISA 2026.05		85	-	-	-	-	81.63	82.67
Flan-T5 2026.05		84.01	-	-	-	-	79.58	78.29
THOR 2026.05		83.7	-	-	-	-	81.01	80.57
THOR-prompt 2026.05		83.54	-	-	-	-	80.3	80
InstructABSA 2026.05		83.39	-	-	-	-	79.27	78.86
MT-ISA 2026.05		82.91	-	-	-	-	79.86	80.57
BERTAsp+SCAPT 2026.05		82.76	-	-	-	-	79.15	77.59
ABSA-ESA 2026.05		82.44	-	-	-	-	79.34	80
GPT-4o-mini 2026.05		82.39	-	-	-	-	78.28	73.29
InstructABSA 2026.05		81.82	-	-	-	-	77.72	76.57
BERTAsp+CEPT 2026.05		81.66	-	-	-	-	78.38	75.86
THOR 2026.05		81.66	-	-	-	-	77.51	74.29
THOR-prompt 2026.05		81.19	-	-	-	-	77.42	74.28
TRMoE-ISA 2026.05		81.09	-	-	-	-	75.88	72.43
C3DA 2026.05		80.61	-	-	-	-	77.11	73.57
Llama-3.1-70b-instruct 2026.05		80.56	-	-	-	-	73.45	59.43
ISAIV 2026.05		80.41	-	-	-	-	77.25	-
Flan-T5 2026.05		80.41	-	-	-	-	75.2	71.43
DeepSeek-V3 2026.05		79.62	-	-	-	-	72.78	60.57
BERT+ADA 2026.05		78.96	-	-	-	-	74.18	70.11
BERT+SPC 2026.05		78.22	-	-	-	-	73.45	69.54
RGAT 2026.05		78.21	-	-	-	-	74.07	72.99
MNN 2021.06		-	76.94	77.77	65.98	53.8	-	-
E2E-TBSA 2021.06		-	77.34	76.62	68.24	55.88	-	-
DOER 2021.06		-	80.21	-	60.18	56.71	-	-
IMN-d 2021.06		-	78.46	78.14	69.62	57.66	-	-
RACL 2021.06		-	81.99	79.76	71.09	60.63	-	-
WHW 2021.06		-	-	74.84	-	62.34	-	-
IKTN 2021.06		-	80.89	78.9	73.42	62.34	-	-
SPAN 2021.06		-	82.34	-	62.5	61.25	-	-
IMN-d 2021.06		-	77.55	81	75.56	61.73	-	-
Dual-MRC 2021.06		-	82.51	-	75.97	65.94	-	-
RACL 2021.06		-	81.79	79.72	73.91	63.4	-	-
DCRAN 2021.06		-	81.76	78.84	77.02	65.18	-	-
DCRAN 2021.06		-	83.4	79.72	78.75	68.07	-	-
DCRAN 2021.06		-	85.69	80.19	79.36	70.22	-	-
DCRAN 2021.06		-	85.61	79.77	80.78	71.47	-	-