Crop disease diagnosis on Mean across crops (Soybean, Corn, Tomato, Mango)
16.2Mean Improvement (pp)Agent + internet KB
Evaluation Results
| Method | Links | |
|---|---|---|
| Agent + internet KBReference budget (k)=8, KB configuration=internet KB, Backbone=Sonnet2026.05 | 16.2 | |
| Agent + internet KBReference budget (k)=4, KB configuration=internet KB, Backbone=Sonnet2026.05 | 12.1 | |
| Agent (no KB)Reference budget (k)=8, KB configuration=no KB, Backbone=Sonnet2026.05 | 10 | |
| Agent + internet KBReference budget (k)=1, KB configuration=internet KB, Backbone=Sonnet2026.05 | 7.1 | |
| Agent (no KB)Reference budget (k)=4, KB configuration=no KB, Backbone=Sonnet2026.05 | 5.1 | |
| Agent + internet KBReference budget (k)=0, KB configuration=internet KB, Backbone=Sonnet2026.05 | 4.5 | |
| Agent (no KB)Reference budget (k)=1, KB configuration=no KB, Backbone=Sonnet2026.05 | 1.3 | |
| Agent (no KB)Reference budget (k)=0, KB configuration=no KB, Backbone=Sonnet2026.05 | 0 |