Plot multiple 3D surface plots in a single figure to compare evaluation statistics across different groups, such as finetuned and pretrained models. The axes represent (x, y, z) = (number of pretrained episodes, denoising steps, metric value), with logarithmic scaling on x and y axes by
(
eval_statistics_groups,
group_labels,
inference_steps,
model_name='ReFlow',
env_name='hopper-medium-v2',
labels=None,
colors=None,
log_dir=None,
save_file_name='compare_3d_surface',
plot_scale='semilogx',
denoising_steps=None,
legend=True,
plot_additional_metrics=True,
finetuned_cmap='Purples',
pretrained_cmap='PuRd'
)
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