Protein-level Regression on Fluorescence TAPE
0.68Spearman CorrelationPLUS-RNNLARGE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PLUS-RNNLARGEL=3, dh=1024, number of parameters=59M2019.11 | 0.68 | — | |
| LM Pre-trained2019.11 | 0.68 | — | |
| PLUS-RNNBASEL=3, dh=512, number of parameters=15M2019.11 | 0.67 | — | |
| Task-specific SOTA2019.11 | 0.67 | — | |
| PLUS-TFM2019.11 | 0.63 | — | |
| ProtSentModel parameters=150M, Evaluation protocol=KNN probe2026.05 | 0.569 | 12.7 | |
| ProtSentModel parameters=35M, Evaluation protocol=KNN probe2026.05 | 0.567 | 15.6 | |
| ESM-2Model parameters=150M, Evaluation protocol=KNN probe2026.05 | 0.504 | — | |
| ESM-2Model parameters=35M, Evaluation protocol=KNN probe2026.05 | 0.49 | — |