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Triplet Alignment on IntentEmo

65.01Triplet Alignment ScorePromptEmbedder
8.527623.191337.85552.5187May 27, 2026

Evaluation results

MethodLinks
PromptEmbedderBackbone=Mistral-7B, Evaluation Protocol=Frozen Backbone Methods2026.0565.01
PromptEmbedderBackbone=LLaMA-3.2-3B, Evaluation Protocol=Frozen Backbone Methods2026.0559.15
Prompt-TuningBackbone=Qwen2.5-7B, Evaluation Protocol=Frozen Backbone Methods2026.0557.59
Prompt-TuningBackbone=LLaMA-3.2-3B, Evaluation Protocol=Frozen Backbone Methods2026.0557.18
LoRABackbone=LLaMA-3.2-1B, Evaluation Protocol=Fine-tuning2026.0553.56
PromptEmbedderBackbone=LLaMA-3.2-1B, Evaluation Protocol=Frozen Backbone Methods2026.0553.42
Prompt-TuningBackbone=Mistral-7B, Evaluation Protocol=Frozen Backbone Methods2026.0553.1
PromptEmbedderBackbone=Qwen2.5-7B, Evaluation Protocol=Frozen Backbone Methods2026.0546.65
LoRABackbone=Qwen2.5-7B, Evaluation Protocol=Fine-tuning2026.0545.3
LoRABackbone=LLaMA-3.2-3B, Evaluation Protocol=Fine-tuning2026.0542.04
Prompt-TuningBackbone=LLaMA-3.2-1B, Evaluation Protocol=Frozen Backbone Methods2026.0537.05
LoRABackbone=Mistral-7B, Evaluation Protocol=Fine-tuning2026.0535.33
EchoBackbone=LLaMA-3.2-3B, Evaluation Protocol=Training-free Prompting2026.0528.38
EchoBackbone=Mistral-7B, Evaluation Protocol=Training-free Prompting2026.0522.24
PromptEOLBackbone=Mistral-7B, Evaluation Protocol=Training-free Prompting2026.0521.82
EchoBackbone=LLaMA-3.2-1B, Evaluation Protocol=Training-free Prompting2026.0520.74
Pretend-CoTBackbone=Mistral-7B, Evaluation Protocol=Training-free Prompting2026.0520.33
Pretend-CoTBackbone=Qwen2.5-7B, Evaluation Protocol=Training-free Prompting2026.0517.94
Pretend-CoTBackbone=LLaMA-3.2-3B, Evaluation Protocol=Training-free Prompting2026.0517.37
PromptEOLBackbone=Qwen2.5-7B, Evaluation Protocol=Training-free Prompting2026.0516.76
PromptEOLBackbone=LLaMA-3.2-1B, Evaluation Protocol=Training-free Prompting2026.0515.26
EchoBackbone=Qwen2.5-7B, Evaluation Protocol=Training-free Prompting2026.0514.96
PromptEOLBackbone=LLaMA-3.2-3B, Evaluation Protocol=Training-free Prompting2026.0511.08
Pretend-CoTBackbone=LLaMA-3.2-1B, Evaluation Protocol=Training-free Prompting2026.0510.7