SimplexTasks-12-data / docs /task_limitations.md
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Task Limitations

  • CIFAR-10 is a classification-style stress test, not a naturally continuous composition task.
  • Topics is model-derived and should be read as topic-mixture evaluation rather than raw-label truth.
  • PBMC is semi-synthetic and is intended as a control-style benchmark slice.
  • UTKFace and AffectiveText rely on derived artifacts because the source assets are restricted.
  • Samson is the cleanest natural low-dimensional composition task in the bundle.