SwinHistMap: Swin Transformer Model Outputs for Historical Map Restoration

PNG image files containing the output of a Swin Transformer-based model designed for global damage restoration of historical maps. The dataset was created by author Giser F and is hosted on figshare under a CC-BY-4.0 license. It was last updated on 2026-05-07.

Use Cases

• Benchmarking image restoration models based on the described Swin Transformer architecture.
• Training damage correction algorithms for historical documents based on the described generalization capability.
• Evaluating the performance of transformer-based models on map restoration tasks.
• Developing pre-processing pipelines for digitized historical map collections.

Strengths

• Dataset is openly licensed under CC-BY-4.0.
• The model described has a stated strong generalization capability for map restoration.

Limitations

• The dataset is very small at 142.4 KB, indicating limited scope.
• Row count and column-level documentation are absent; field semantics must be inferred after download.
• Data may reflect bias inherent to the source platform and the specific restoration model used.

Provenance

Source

figshare

Collection Method

Likely contains processed outputs from a Swin Transformer model.

Freshness

Last updated 2026-05-07 11:34:23; freshness should be verified.