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13.7Success RateGPT-4o
-0.5483.1516.8510.549May 29, 2026
Updated 5mo ago

Evaluation results

MethodLinks
GPT-4oModel=GPT-4o, Strategy=Zero-Shot2026.0513.712.5
SCALEModel=Qwen2.5-VL-7B, Strategy=SCALE(ours)2026.05124.1
Qwen2.5-VL-7BModel=Qwen2.5-VL-7B, Strategy=GPT Trajectory Imitation2026.0510.79.2
Qwen2.5-VL-7BModel=Qwen2.5-VL-7B, Strategy=OS-Genesis2026.058.611.3
ViGoRLModel=ViGoRL, Strategy=Zero-Shot2026.056.912.4
SCALEModel=InternVL2.5-8B, Strategy=SCALE(ours)2026.056.45.5
Qwen2.5-VL-7BModel=Qwen2.5-VL-7B, Strategy=Zero-Shot2026.05615.8
InternVL2.5-8BModel=InternVL2.5-8B, Strategy=Tree Search2026.054.3—
InternVL2.5-8BModel=InternVL2.5-8B, Strategy=GPT Trajectory Imitation2026.053.416.7
InternVL2.5-8BModel=InternVL2.5-8B, Strategy=OS-Genesis2026.0536.3
Qwen2.5-VL-7BModel=Qwen2.5-VL-7B, Strategy=Tree Search2026.051.7—
SCALE-20kModel=LLaVA-NeXT-8B, Strategy=SCALE-20k2026.050.88.2
AugvisModel=Augvis, Strategy=Zero-Shot2026.050.4—
InternVL2.5-8BModel=InternVL2.5-8B, Strategy=Zero-Shot2026.050.422.7
LLaVA-NeXT-8BModel=LLaVA-NeXT-8B, Strategy=Zero-Shot2026.050—