| # 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. | |