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Multimodal Report Generation on DeepConsult

13.73Instruction Adherence ScorePTAH
0.473.91257.35510.7975May 28, 2026

Evaluation results

MethodLinks
PTAHGeneration Type=Multimodal Generation, Planner=Qwen3-32B, Writer=Qwen3-VL-32B-Instruct2026.0513.7318.6317.6414.7116.18
WebThinkerGeneration Type=Text-Only Generation, Base Model=Qwen3-32B2026.052.9417.642.945.887.35
Qwen3-32BGeneration Type=Direct Generation, Base Model=Qwen3-32B2026.050.980.980.980.980.98
QwQ-32BGeneration Type=Direct Generation, Base Model=QwQ-32B2026.050.980.980.981.961.23
ReActGeneration Type=Text-Only Generation, Base Model=Qwen3-32B2026.050.980.980.986.862.45
Search-o1Generation Type=Text-Only Generation, Base Model=Qwen3-32B2026.050.980.980.987.842.69
LLM-IGeneration Type=Multimodal Generation, Base Model=Qwen3-32B2026.050.980.980.981.961.23