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ResearchFormerly WizWand

TAPE

Benchmarks

TaskDatasetSOTA resultTrendResults

Fluorescence Prediction

TAPE

0.636Spearman Correlation

32

Stability prediction

TAPE Stability (test)

0.77Pearson Correlation (rho)

10

Protein sequence modeling

TAPE SCOPe-40 16 tasks

11W Score

6

Protein-level Regression

TAPE Stability

0.77Pearson Correlation (ρ)

5

Protein property prediction

TAPE (downstream)

0.23Remote Homology

4

Node classification

tape arxiv23

84.23Accuracy

3