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ResearchFormerly WizWand

Target product selection on Webshop

98.3PRACPRAC
58.88469.11779.3589.583Apr 9, 2026
Updated 7mo ago

Evaluation results

MethodLinks
PRACModel=Kimi-VL†, Agent Setting=Action, Threat Model=ℓ∞2026.0498.3—————
PRACModel=Kimi-VL†, Agent Setting=ReAct-F, Threat Model=ℓ∞2026.0496.8—————
PRACModel=Kimi-VL†, Agent Setting=ReAct-S, Threat Model=ℓ∞2026.0496.2—————
PRACModel=Qwen3-VL, Agent Setting=ReAct-S, Threat Model=ℓ∞2026.0495.3—————
PRACModel=Qwen3-VL, Agent Setting=ReAct-F, Threat Model=ℓ∞2026.0493.6—————
PRACModel=Qwen3-VL, Agent Setting=Action, Threat Model=ℓ∞2026.0482.5—————
MeanModel=Aggregate2026.0482.320.866.519.717.335.7
PRACModel=GLM4.6V‡, Agent Setting=ReAct-S, Threat Model=ℓ∞2026.0480.1—————
PRACModel=GLM4.6V‡, Agent Setting=ReAct-F, Threat Model=ℓ∞2026.0478.4—————
PRACModel=GLM4.6V‡, Agent Setting=Action, Threat Model=ℓ∞2026.0477.7—————
PRACModel=EvoCUA‡, Agent Setting=ReAct-F, Threat Model=ℓ∞2026.0468.1—————
PRACModel=EvoCUA‡, Agent Setting=ReAct-S, Threat Model=ℓ∞2026.0464.6—————
PRACModel=EvoCUA‡, Agent Setting=Action, Threat Model=ℓ∞2026.0460.4—————
AAModel=Qwen3-VL, Agent Setting=ReAct-F, Threat Model=ℓ∞, BB2026.04———17.4——
AAModel=Qwen3-VL, Agent Setting=ReAct-S, Threat Model=ℓ∞, BB2026.04———16.7——
AAModel=Qwen3-VL, Agent Setting=Action, Threat Model=ℓ∞, BB2026.04———19.7——
CE-tModel=Qwen3-VL, Agent Setting=ReAct-F, Threat Model=ℓ∞2026.04——64.8———
CE-tModel=Qwen3-VL, Agent Setting=ReAct-S, Threat Model=ℓ∞2026.04——70———
CE-tModel=Qwen3-VL, Agent Setting=Action, Threat Model=ℓ∞2026.04——34.3———
CleanModel=Qwen3-VL, Agent Setting=ReAct-F2026.04—19.5————
CleanModel=Qwen3-VL, Agent Setting=ReAct-S2026.04—20.8————
CleanModel=Qwen3-VL, Agent Setting=Action2026.04—20.2————
TOModel=Qwen3-VL, Agent Setting=ReAct-F, Threat Model=BB2026.04—————43.2
TOModel=Qwen3-VL, Agent Setting=ReAct-S, Threat Model=BB2026.04—————55
TOModel=Qwen3-VL, Agent Setting=Action, Threat Model=BB2026.04—————24.3
TRAPModel=Qwen3-VL, Agent Setting=ReAct-F, Threat Model=BB2026.04————12.6—
TRAPModel=Qwen3-VL, Agent Setting=ReAct-S, Threat Model=BB2026.04————11.7—
TRAPModel=Qwen3-VL, Agent Setting=Action, Threat Model=BB2026.04————19.6—