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ResearchFormerly WizWand

Crop disease diagnosis on Tomato 20 classes

76.1AccuracyAgent + internet KB
51.34857.77464.270.626May 10, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Agent + internet KBReference budget (k)=8, KB configuration=internet KB, Backbone=Sonnet2026.0576.123.9
Agent (no KB)Reference budget (k)=8, KB configuration=no KB, Backbone=Sonnet2026.056714.8
Agent + internet KBReference budget (k)=4, KB configuration=internet KB, Backbone=Sonnet2026.0564.812.5
Agent (no KB)Reference budget (k)=4, KB configuration=no KB, Backbone=Sonnet2026.0561.49.1
Agent (no KB)Reference budget (k)=1, KB configuration=no KB, Backbone=Sonnet2026.0554.52.3
Agent + internet KBReference budget (k)=1, KB configuration=internet KB, Backbone=Sonnet2026.0554.52.3
Agent (no KB)Reference budget (k)=0, KB configuration=no KB, Backbone=Sonnet2026.0552.30
Agent + internet KBReference budget (k)=0, KB configuration=internet KB, Backbone=Sonnet2026.0552.30