Polymer classification on Polymer classification dataset (cross-validation)
85.2AccuracyMSFAN
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MSFANinput_signal=thickness-invariant HG, regularization_strength=0.12026.06 | 85.2 | 98.7 | 82.7 | 82.4 | |
| Improved_CNN_PMinput_signal=thickness-invariant HG2026.06 | 83.8 | 98.5 | 82.5 | 81.1 | |
| CNNinput_signal=thickness-invariant HG2026.06 | 82.1 | 98.4 | 80.3 | 78.9 | |
| ANN_PMinput_signal=thickness-invariant HG2026.06 | 81.5 | 98.3 | 81.2 | 78.7 | |
| Transformer_PMinput_signal=thickness-invariant HG2026.06 | 79.4 | 98.1 | 78.7 | 75.7 | |
| PSDN_Inceptioninput_signal=thickness-invariant HG2026.06 | 70.4 | 97.3 | 67.8 | 65.4 | |
| ANNinput_signal=thickness-invariant HG2026.06 | 70.3 | 97.3 | 67.9 | 64.8 |