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Table 1 Input feature vector composition from ablation experiments

From: PCP-GC-LM: single-sequence-based protein contact prediction using dual graph convolutional neural network and convolutional neural network

Model

Input

Graph

Model 1

ESM-1b attention map (last layer only)

 + one-hot encoding

Protein graph + Complete graph

Model 2

ESM-1b attention map (last layer only)

 + one-hot encoding + ESM-1B representation

Only protein graph

Model 3

ESM-1b attention map (last layer only)

 + one-hot encoding + ESM-1B representation

Only complete graph

PCP-GC-LM

ESM-1b attention map (last layer only)

 + one-hot encoding + ESM-1B representation

Protein graph + Complete graph