Pathway Labeling: 4-Signal Comparison

10 random images showing Gemini label vs Jaccard KEGG match vs PMC caption (regex) vs LLM caption analysis (GPT-4o-mini)

Gemini (vision model)

Jaccard (gene overlap vs KEGG)

PMC Caption (regex + string match)

LLM Caption Analysis (GPT-4o-mini)