Crop disease diagnosis on Mango 4 classes
97.5AccuracyAgent + internet KB
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Agent + internet KBReference budget (k)=1, KB configuration=internet KB, Backbone=Sonnet2026.05 | 97.5 | 5 | |
| Agent + internet KBReference budget (k)=8, KB configuration=internet KB, Backbone=Sonnet2026.05 | 97.5 | 5 | |
| Agent (no KB)Reference budget (k)=0, KB configuration=no KB, Backbone=Sonnet2026.05 | 92.5 | 0 | |
| Agent (no KB)Reference budget (k)=4, KB configuration=no KB, Backbone=Sonnet2026.05 | 92.5 | 0 | |
| Agent (no KB)Reference budget (k)=8, KB configuration=no KB, Backbone=Sonnet2026.05 | 92.5 | 0 | |
| Agent + internet KBReference budget (k)=4, KB configuration=internet KB, Backbone=Sonnet2026.05 | 92.5 | 0 | |
| Agent + internet KBReference budget (k)=0, KB configuration=internet KB, Backbone=Sonnet2026.05 | 87.5 | -5 | |
| Agent (no KB)Reference budget (k)=1, KB configuration=no KB, Backbone=Sonnet2026.05 | 85 | -7.5 |