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ResearchFormerly WizWand

Multimodal Tool-Use on MMSearch-Plus

33.53Avg@4Kimi-K2.5
1.86210.083518.30526.5265May 9, 2026
Updated 6mo ago

Evaluation results

MethodLinks
Kimi-K2.5Evaluation Protocol=Vanilla Tools2026.0533.5348.34
Qwen3.5-35B-A3BEvaluation Protocol=w/ ACE-SKILL2026.0528.5543.13
Qwen3.5-PlusEvaluation Protocol=Vanilla Tools2026.0527.8446.45
Qwen3.5-35B-A3BEvaluation Protocol=w/ XSkill2026.0523.9341.23
Gemini-2.5-ProEvaluation Protocol=Vanilla Tools2026.0521.5635.55
GLM-4.6VEvaluation Protocol=Vanilla Tools2026.0517.4234.6
Qwen3.5-35B-A3BEvaluation Protocol=Vanilla Tools2026.0516.5928.44
o4-miniEvaluation Protocol=Vanilla Tools2026.0515.8821.8
GPT-5-miniEvaluation Protocol=Vanilla Tools2026.0514.2220.38
Kimi-K2.5Evaluation Protocol=Native Direct Answer2026.0510.7818.48
Gemini-2.5-ProEvaluation Protocol=Native Direct Answer2026.0510.4319.43
Qwen3.5-PlusEvaluation Protocol=Native Direct Answer2026.056.6410.43
o4-miniEvaluation Protocol=Native Direct Answer2026.055.9212.32
GLM-4.6VEvaluation Protocol=Native Direct Answer2026.053.678.06
Qwen3.5-35B-A3BEvaluation Protocol=Native Direct Answer2026.053.677.58
GPT-5-miniEvaluation Protocol=Native Direct Answer2026.053.086.64