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Commonsense Question Answering on CommonSenseQA FS n=30

52.5AccuracyMTO-MCP
17.805626.812835.8244.8272Jun 23, 2026

Evaluation results

MethodLinks
MTO-MCPEvaluation Protocol=Fine-Tuning, Backbone=T5-large, Adaptation Objective=Mixed2026.0652.5
MTO-APEvaluation Protocol=Fine-Tuning, Backbone=T5-large, Adaptation Objective=Mixed2026.0649.28
MTO-PreMAPEvaluation Protocol=Prompt-Tuning, Backbone=T5-large, Adaptation Objective=Denoising2026.0635.28
T5-large (baseline)Evaluation Protocol=Fine-Tuning, Backbone=T5-large2026.0623.94
MTO-MPEvaluation Protocol=Fine-Tuning, Backbone=T5-large2026.0620.09
MTO-PreAPEvaluation Protocol=Prompt-Tuning, Backbone=T5-large, Adaptation Objective=Denoising2026.0619.14