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Different data mixes of synthetic and real data evaluated on the real-world setup and the simulated scene on 30 real-world and 100 simulated rollouts.
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The number denotes the amount of episodes from the respective domain used in the training mix.
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<imgsrc="static/images/success_rate_sim_real.svg" alt="Success rate plot over training checkpoints."
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<imgsrc="static/images/results/success_rate_sim_real.svg" alt="Success rate plot over training checkpoints."
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Fig. 3: Evaluation success rates measured for each checkpoint throughout the training process in the real and replicated simulated domain. Each checkpoint is evaluated on 20 real and 100 simulated rollouts. Left: Trained on 143 episodes on our FR3 dataset. Right: Trained on a mix of 143 episodes from our FR3 dataset and 500 episodes from the scripted dataset of the replicated simulated domain.
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