Synapse Multi-Organ Segmentation Model Performance and Efficiency Metrics

Bo Li published a tabular dataset on figshare in April 2026, comparing models for multi-organ segmentation. The 5.5 KB Excel file likely contains metrics such as parameter counts, FLOPs, and performance scores. The dataset is licensed for open use under CC-BY-4.0.

Use Cases

• Benchmarking model efficiency based on reported parameter and FLOP counts
• Analyzing performance trade-offs across segmentation models
• Selecting candidate architectures for medical imaging projects based on comparative metrics

Strengths

• Explicitly licensed for reuse under CC-BY-4.0
• Provides a direct comparison of key model metrics like parameters and FLOPs
• Small file size (5.5 KB) ensures quick download and inspection

Limitations

• Row count and specific column definitions are unknown, requiring manual inspection after download
• Description metadata is limited; actual data quality requires manual inspection after download

Provenance

Source

figshare

Collection Method

Likely compiled from model evaluations or published results for the Synapse Multi-Organ Segmentation task.

Time Range

Data reflects models current as of the author's compilation, with a platform update in April 2026.

Freshness

Last updated 2026-04-29 17:57:15; freshness should be verified

Geography

null