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ResearchFormerly WizWand

Transition Prediction on CascadeBench

50.9IoUQwen-3.5-27B-LoRA
5.379217.197129.01540.8329May 12, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Qwen-3.5-27B-LoRAType=Finetuned Models, Access to Business Rules (BR)=w/ BR2026.0550.961.47
GPT-5Type=Frontier Models, Access to Business Rules (BR)=w/ BR2026.0541.7861.5
Gemini 3 ProType=Frontier Models, Access to Business Rules (BR)=w/ BR2026.0541.3659.53
Gemma-4-31B-LoRAType=Finetuned Models, Access to Business Rules (BR)=w/ BR2026.0541.3352.62
Qwen-3.6-27B-LoRAType=Finetuned Models, Access to Business Rules (BR)=w/ BR2026.0540.4760.93
Opus 4.6Type=Frontier Models, Access to Business Rules (BR)=w/ BR2026.0540.4659.69
Qwen-3.5-27BType=Base Models, Access to Business Rules (BR)=w/ BR2026.0540.3960.86
Qwen-3.6-27BType=Base Models, Access to Business Rules (BR)=w/ BR2026.0538.9860.06
Sonnet 4.6Type=Frontier Models, Access to Business Rules (BR)=w/ BR2026.0538.1557.67
Gemma-4-31BType=Base Models, Access to Business Rules (BR)=w/ BR2026.0537.9960.32
Gemma-4-31B-LoRAType=Finetuned Models, Access to Business Rules (BR)=w/o BR2026.0512.1916.41
Opus 4.6Type=Frontier Models, Access to Business Rules (BR)=w/o BR2026.0510.9116.15
Qwen-3.5-27B-LoRAType=Finetuned Models, Access to Business Rules (BR)=w/o BR2026.0510.614.51
Gemini 3 ProType=Frontier Models, Access to Business Rules (BR)=w/o BR2026.0510.3813.92
Sonnet 4.6Type=Frontier Models, Access to Business Rules (BR)=w/o BR2026.0510.310.53
Gemma-4-31BType=Base Models, Access to Business Rules (BR)=w/o BR2026.059.8813.76
GPT-5Type=Frontier Models, Access to Business Rules (BR)=w/o BR2026.059.8213.25
Qwen-3.5-27BType=Base Models, Access to Business Rules (BR)=w/o BR2026.059.7713.18
Qwen-3.6-27B-LoRAType=Finetuned Models, Access to Business Rules (BR)=w/o BR2026.059.7413.4
Qwen-3.6-27BType=Base Models, Access to Business Rules (BR)=w/o BR2026.057.1313.15