Share your thoughts, 1 month free Claude Pro on usSee more

Humorous image captioning on Single-Title Evaluation dataset

0.81Humor Mean

HUMORCHAIN

Updated 4mo ago

Evaluation Results

Method	Links
HUMORCHAIN 2025.11		0.81	0.618	0.765	0.521	0.808	0.965	0.832
Few-shot 2025.11		0.418	0.63	0.56	0.458	0.757	0.966	0.833
Zero-shot 2025.11		0.412	0.63	0.567	0.458	0.804	0.988	0.837
Few-shot + CoT + Rule-Guided 2025.11		0.398	0.625	0.622	0.466	0.72	0.937	0.837
Few-shot + Rule-Based 2025.11		0.394	0.626	0.609	0.47	0.728	0.965	0.836
CoT + Rule-Guided 2025.11		0.382	0.629	0.557	0.457	0.75	0.965	0.838
Rule-Based 2025.11		0.362	0.63	0.578	0.463	0.795	0.98	0.837
CLoT 2025.11		0.195	0.636	0.731	0.546	0.377	0.725	0.836