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ResearchFormerly WizWand

Game-based visual-agent performance on Super Mario Bros

950.5Total Performance ScoreGLM-5V
389.42535.085680.75826.415May 13, 2026
Updated 5mo ago

Evaluation results

MethodLinks
GLM-5VSkill condition=MMSkills2026.05950.51,384.5
GLM-5VSkill condition=Text-only2026.05794.51,218
Qwen3-VL-235BSkill condition=MMSkills2026.057881,514.25
Qwen3-VL-8B-InstructSkill condition=MMSkills2026.057641,128.75
Gemini 3 FlashSkill condition=MMSkills2026.056241,081.33
GLM-5VSkill condition=No skill2026.05612.751,191.5
Qwen3-VL-235BSkill condition=Text-only2026.05610.51,138.25
Qwen3-VL-8B-InstructSkill condition=Text-only2026.05596.5997.25
Gemini 3 FlashSkill condition=Text-only2026.05548912
Qwen3-VL-235BSkill condition=No skill2026.05454.5955.5
Qwen3-VL-8B-InstructSkill condition=No skill2026.05415.25928.75
Gemini 3 FlashSkill condition=No skill2026.05411766.67