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Deformable Object Manipulation on Real-world Manipulation Tasks (test)

60Rope Straightening Success RateQwen3-VL-8B + DreamPlan
821.53548.5Mar 17, 2026

Evaluation results

MethodLinks
Qwen3-VL-8B + DreamPlanTraining Mode=RL fine-tuning2026.0360358560
Qwen3-VL-32BTraining Mode=Zero-shot2026.033057035
GPT-4oTraining Mode=Zero-shot2026.033005528
Qwen3-VL-8BTraining Mode=Zero-shot2026.0320107033
Qwen3-VL-4BTraining Mode=Zero-shot2026.0310154022