I tried MultinomialNB and SGDClassifier, but accuracy dropped slightly. BERT gave minor improvements but required heavy GPU training—rejected. Even AutoGluon gave me a hilarious 53% binary accuracy. None of these are worth discussing further.
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Drag-and-drop upload (.xyz, .cif, .poscar, .pdb), ml-peg catalog (14 benchmark structures), or draw a molecule