TELL ChartCheck

Names misleading chart tricks: none, truncated_axis, inverted_axis, uneven_ticks, dual_axis. Fine-tuned EfficientNet-B0 on 10,000 synthetic charts generated with matplotlib.

Test set Result
Synthetic held-out, macro-F1 0.975
Real Misviz charts not run yet (waiting on dataset access)

Part of TELL, a 2026 Congressional App Challenge entry.

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Model size
4.06M params
Tensor type
F32
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