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Target Aspect Sentiment Detection on Rest16

79.78F1 Score

LLM

Updated 6d ago

Evaluation Results

Method	Links
LLM 2026.05		79.78
Gemma 4 2026.05		79.78
Orca 2 2026.05		78.82
Orca 2 2026.05		76.1
LLM-MvP 2026.05		74.95
LLM-MvP 2026.05		74.95
LLM-MvP 2026.05		74.95
LLM-MvP 2026.05		73.19
E2TP 2026.05		73.17
MvP 2026.05		72.76
MvP 2026.05		72.76
PGSO 2026.05		72.74
Self-consistency 2026.05		72.15
Para. 2026.05		71.97
Paraphrase 2026.05		71.97
Single-order 2026.05		70.74
Self-consistency 2026.05		70.22
Single-order 2026.05		69.3
GAS 2026.05		68.3
LLM-MvP 2026.05		67.79
LLM-MvP 2026.05		67.79
Gemma-3-27B 2026.05		66.75
LLM-MvP 2026.05		66.74
Self-consistency 2026.05		64.88
Self-consistency 2026.05		64.8
Single-order 2026.05		64.3
Single-order 2026.05		63.61
gpt-oss-120B 2026.05		60
Reasoning 2026.05		60
Reasoning 2026.05		59.8
Reasoning 2026.05		57.59
gpt-oss-120B 2026.05		55.97
Reasoning 2026.05		55.97
gpt-oss-120B 2026.05		54.59
Reasoning 2026.05		54.59
Self-consistency 2026.05		51.94
LLM-MvP 2026.05		51.03
LLM-MvP 2026.05		51.03
Single-order 2026.05		50.1
ChatABSA 2026.05		47
Gemma-3-27B 2026.05		45.51
ChatABSA 2026.05		41.28