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ResearchFormerly WizWand

Target Product Selection on Target Product Selection transfer to fine-tunes

95.5Selection Success RatePRAC
16.66837.13457.678.066Apr 9, 2026
Updated 7mo ago

Evaluation results

MethodLinks
PRACOptim Model=Qwen3-VL, Transfer Model=SEA-LION-VL, Agent Setting=ReAct-S2026.0495.50.2
PRACOptim Model=Qwen3-VL, Transfer Model=PEARL, Agent Setting=ReAct-S2026.0493.32
PRACOptim Model=Qwen3-VL, Transfer Model=SEA-LION-VL, Agent Setting=Action2026.0485.83.3
PRACOptim Model=Qwen3-VL, Transfer Model=PEARL, Agent Setting=Action2026.0481.51
PRACOptim Model=GLM4.6V‡, Transfer Model=GLM-4.6V-FDM, Agent Setting=ReAct-S2026.0480.30.2
PRACOptim Model=GLM4.6V‡, Transfer Model=GLM-4.6V-FDM, Agent Setting=Action2026.0477.90.2
CE-tOptim Model=Qwen3-VL, Transfer Model=SEA-LION-VL, Agent Setting=ReAct-S2026.04673
CE-tOptim Model=Qwen3-VL, Transfer Model=PEARL, Agent Setting=ReAct-S2026.0466.73.3
CE-tOptim Model=GLM4.6V‡, Transfer Model=GLM-4.6V-FDM, Agent Setting=ReAct-S2026.0465.50.6
CE-tOptim Model=GLM4.6V‡, Transfer Model=GLM-4.6V-FDM, Agent Setting=Action2026.0462.11
PRACOptim Model=Qwen3-VL, Transfer Model=Cosmos-Reason2, Agent Setting=ReAct-S2026.046233.3
TOOptim Model=Qwen3-VL, Transfer Model=PEARL, Agent Setting=ReAct-S2026.04572
TOOptim Model=Qwen3-VL, Transfer Model=SEA-LION-VL, Agent Setting=ReAct-S2026.0449.95.1
TOOptim Model=GLM4.6V‡, Transfer Model=GLM-4.6V-FDM, Agent Setting=ReAct-S2026.0441.20.6
CE-tOptim Model=Qwen3-VL, Transfer Model=SEA-LION-VL, Agent Setting=Action2026.0440.25.9
TOOptim Model=GLM4.6V‡, Transfer Model=GLM-4.6V-FDM, Agent Setting=Action2026.0439.40.4
PRACOptim Model=Qwen3-VL, Transfer Model=Cosmos-Reason2, Agent Setting=Action2026.0439.343.2
CE-tOptim Model=Qwen3-VL, Transfer Model=Cosmos-Reason2, Agent Setting=ReAct-S2026.0437.232.8
CE-tOptim Model=Qwen3-VL, Transfer Model=PEARL, Agent Setting=Action2026.0436.52.2
TOOptim Model=Qwen3-VL, Transfer Model=Cosmos-Reason2, Agent Setting=ReAct-S2026.043421
TOOptim Model=Qwen3-VL, Transfer Model=PEARL, Agent Setting=Action2026.0428.13.8
TOOptim Model=Qwen3-VL, Transfer Model=SEA-LION-VL, Agent Setting=Action2026.0427.93.6
TOOptim Model=Qwen3-VL, Transfer Model=Cosmos-Reason2, Agent Setting=Action2026.0426.52.2
CE-tOptim Model=Qwen3-VL, Transfer Model=Cosmos-Reason2, Agent Setting=Action2026.0426.28.1
CleanOptim Model=GLM4.6V‡, Transfer Model=GLM-4.6V-FDM, Agent Setting=Action2026.0422.20.8
CleanOptim Model=GLM4.6V‡, Transfer Model=GLM-4.6V-FDM, Agent Setting=ReAct-S2026.04221.3
CleanOptim Model=Qwen3-VL, Transfer Model=PEARL, Agent Setting=ReAct-S2026.0420.90.1
CleanOptim Model=Qwen3-VL, Transfer Model=Cosmos-Reason2, Agent Setting=ReAct-S2026.0420.40.4
CleanOptim Model=Qwen3-VL, Transfer Model=SEA-LION-VL, Agent Setting=Action2026.0420.20
CleanOptim Model=Qwen3-VL, Transfer Model=Cosmos-Reason2, Agent Setting=Action2026.04200.2
CleanOptim Model=Qwen3-VL, Transfer Model=PEARL, Agent Setting=Action2026.0419.80.4
CleanOptim Model=Qwen3-VL, Transfer Model=SEA-LION-VL, Agent Setting=ReAct-S2026.0419.71.1