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ResearchFormerly WizWand

Crop disease diagnosis on Mango 4 classes

97.5AccuracyAgent + internet KB
84.587.87591.2594.625May 10, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Agent + internet KBReference budget (k)=1, KB configuration=internet KB, Backbone=Sonnet2026.0597.55
Agent + internet KBReference budget (k)=8, KB configuration=internet KB, Backbone=Sonnet2026.0597.55
Agent (no KB)Reference budget (k)=0, KB configuration=no KB, Backbone=Sonnet2026.0592.50
Agent (no KB)Reference budget (k)=4, KB configuration=no KB, Backbone=Sonnet2026.0592.50
Agent (no KB)Reference budget (k)=8, KB configuration=no KB, Backbone=Sonnet2026.0592.50
Agent + internet KBReference budget (k)=4, KB configuration=internet KB, Backbone=Sonnet2026.0592.50
Agent + internet KBReference budget (k)=0, KB configuration=internet KB, Backbone=Sonnet2026.0587.5-5
Agent (no KB)Reference budget (k)=1, KB configuration=no KB, Backbone=Sonnet2026.0585-7.5