Diffusion Model Step Count Impact on RMSE and Inference Time

A dataset measuring the impact of diffusion step count on model performance and inference time. The 5.5 KB Excel file was authored by ZhiPeng Wu and last updated on June 4, 2026. It is shared under a CC-BY-4.0 license on figshare.

Use Cases

• Analyzing the performance-efficiency trade-off in diffusion models based on the step count variable mentioned in the description
• Benchmarking inference time against prediction error (RMSE) for different model configurations
• Optimizing diffusion model hyperparameters for deployment based on empirical performance data

Strengths

• File size is precisely 5.5 KB, indicating a compact and focused dataset.
• License is explicitly stated as CC-BY-4.0, providing clear reuse permissions.
• Last update timestamp is provided (2026-06-04 17:33:31).

Limitations

• Row count is unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• Description metadata is limited; actual data quality requires manual inspection after download.

Provenance

Source

figshare

Freshness

Last updated 2026-06-04 17:33:31; freshness should be verified.