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ResearchFormerly WizWand

Aspect Sentiment Triplet Extraction on Rest 2016 (test)

74.83F1 ScoreMiniConGTS
35.278845.546955.81566.0831May 29, 2026
Updated 5mo ago

Evaluation results

MethodLinks
MiniConGTSParadigm=Table tagging2026.0574.8375.5274.14
D2E2SParadigm=Span-based2026.0574.7477.9771.77
Paraphrase + FiVeD-unifiedVerification Model=Qwen, Paradigm=Generative2026.0574.773.6675.8
Paraphrase + FiVeD-unifiedVerification Model=DeepSeek-Reasoner, Paradigm=Generative2026.0574.4774.1774.79
Paraphrase + FiVeDVerification Model=DeepSeek-Reasoner, Paradigm=Generative2026.0574.4573.6575.29
Paraphrase + FiVeDVerification Model=Qwen, Paradigm=Generative2026.0574.4374.274.67
MvP + FiVeD-unifiedVerification Model=DeepSeek-Reasoner, Paradigm=Generative2026.0574.2971.6677.12
TAGSParadigm=Sequence tagging2026.0574.1775.472.48
MvP + FiVeD-unifiedVerification Model=Qwen, Paradigm=Generative2026.0574.1771.6176.93
MvP + FiVeDVerification Model=Qwen, Paradigm=Generative2026.0574.0771.9676.3
MvP + FiVeDVerification Model=DeepSeek-Reasoner, Paradigm=Generative2026.0574.0571.876.46
SimSTARParadigm=Table tagging2026.0573.0672.0774.12
MvPParadigm=Generative2026.0573.0272.1473.93
COM-MRCParadigm=MRC-based2026.0571.5771.5571.59
GAS + FiVeDVerification Model=Qwen, Paradigm=Generative2026.0570.2868.472.34
Span-ASTEParadigm=Span-based2026.0570.2669.4571.17
GAS + FiVeD-unifiedVerification Model=DeepSeek-Reasoner, Paradigm=Generative2026.0570.2565.1776.26
GAS + FiVeDVerification Model=DeepSeek-Reasoner, Paradigm=Generative2026.0570.1367.4273.27
GAS + FiVeD-unifiedVerification Model=Qwen, Paradigm=Generative2026.0570.0166.2374.47
LEGOParadigm=Generative2026.0569.9——
ParaphraseParadigm=Generative2026.0568.8568.9768.09
Triple-MRCParadigm=MRC-based2026.0568.65——
Span-BARTParadigm=Sequence tagging2026.0567.6266.668.68
Dual-MRCParadigm=MRC-based2026.0567.468.666.24
GASParadigm=Generative2026.0567.1365.4168.95
EMC-GCNParadigm=Table tagging2026.0561.9361.5462.47
GPT-4oEvaluation Prompting Strategy=few-shot, Paradigm=Generative2026.0560.6352.971.01
GPT-3.5-turboEvaluation Prompting Strategy=few-shot, Paradigm=Generative2026.0559.4551.1271.01
GPT-3.5-turboEvaluation Prompting Strategy=CoT + few-shot, Paradigm=Generative2026.0554.8646.4966.93
Peng-two-stageParadigm=Sequence tagging2026.0554.2146.9664.24
GPT-3.5-turboEvaluation Prompting Strategy=CoT, Paradigm=Generative2026.0552.144.0363.81
GPT-4oEvaluation Prompting Strategy=CoT + few-shot, Paradigm=Generative2026.0549.4541.5361.09
GPT-3.5-turboEvaluation Prompting Strategy=zero-shot, Paradigm=Generative2026.0547.2239.9257.78
GPT-4oEvaluation Prompting Strategy=CoT, Paradigm=Generative2026.0546.7939.1458.17
GPT-4oEvaluation Prompting Strategy=zero-shot, Paradigm=Generative2026.0536.832.1743