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Desktop Cleaning on Real-world robot tasks 1.0 (test)

8Success RateGPT-4o
-0.321.8446.16May 26, 2026

Evaluation results

MethodLinks
GPT-4oTool Augmentation=w/2026.058
GPT-5Tool Augmentation=w/2026.057
Claude-3.7Tool Augmentation=w/2026.056
Claude-4.6Tool Augmentation=w/2026.056
Qwen3-8BTool Augmentation=w/2026.056
Qwen3-32BTool Augmentation=w/2026.056
Qwen2.5-32BTool Augmentation=w/2026.055
Qwen3.5-35BTool Augmentation=w/2026.054
GPT-4oTool Augmentation=w/o2026.050
GPT-5Tool Augmentation=w/o2026.050
Claude-3.7Tool Augmentation=w/o2026.050
Claude-4.6Tool Augmentation=w/o2026.050
Qwen3-8BTool Augmentation=w/o2026.050
Qwen3-32BTool Augmentation=w/o2026.050
Qwen2.5-32BTool Augmentation=w/o2026.050
Qwen3.5-35BTool Augmentation=w/o2026.050