Add 2,773 retained scenarios and the final 960-scenario evaluation subset

Publish dataset card, configuration loader and verified artifact manifest

Add 68,764 verified evaluation images and independent SAE/IAE labels

Update documentation for public repository

Initialize dataset card and upload plan

initial commit