Ablation Study Results for CIFAR-10 Dataset (C=10, 20 Rounds, VGG11)

Jie Guo published ablation study results on the CIFAR-10 dataset on 2026-05-18. The dataset is 5.5 KB in size and is available in XLS format. It likely contains experimental results from a machine learning study.

Use Cases

• Compare model performance variations based on the ablation parameters mentioned in the title
• Analyze the impact of different experimental rounds (20 rounds) on CIFAR-10 results
• Benchmark VGG11 architecture results against other ablation studies

Strengths

• Dataset is small (5.5 KB), facilitating quick download and inspection.
• Has a clear, permissive license (CC-BY-4.0).

Limitations

• Row count is unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.

Provenance

Source

Jie Guo via figshare

Freshness

Last updated 2026-05-18 17:42:05; freshness should be verified.