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ResearchFormerly WizWand

High-resolution perception on VStar

88AccuracyMAESTRO
39.53652.11864.777.282May 21, 2026
Updated 5mo ago

Evaluation results

MethodLinks
MAESTROModel Type=Ours2026.0588
DeepEyesModel Type=Think with Images Methods2026.0585.6
ThymeModel Type=Think with Images Methods2026.0582.2
Chain-of-FocusModel Type=Think with Images Methods2026.0582.2
DeepEyes-v2Model Type=Think with Images Methods2026.0581.8
PixelReasonerModel Type=Think with Images Methods2026.0581.7
GLM-4.6VModel Type=Open-Source & Baselines2026.0581.2
Gemini-2.5-ProModel Type=Closed-Source2026.0579.1
VTOOL-R1Model Type=Think with Images Methods2026.0578.5
Qwen3-VL-32BModel Type=Open-Source & Baselines2026.0578
MathCoder-VLModel Type=Think with Images Methods2026.0577.5
Direct AnsweringModel Type=Open-Source & Baselines2026.0577
VTS-VModel Type=Think with Images Methods2026.0575.9
Kimi-K2.5Model Type=Open-Source & Baselines2026.0572.8
GPT-5Model Type=Closed-Source2026.0572.5
Gemini-2.5-FlashModel Type=Closed-Source2026.0572.3
GPT-4oModel Type=Closed-Source2026.0566
VisionReasonerModel Type=Think with Images Methods2026.0559.7
Visual-ARFTModel Type=Think with Images Methods2026.0558.6
Untrained ModelModel Type=Open-Source & Baselines2026.0541.4