Fig. 2.

The CRISPR-OFFT model architecture. The sgRNA-DNA sequence pair is encoded and embedded as an input. After initial feature extraction and two rounds of convolution operations, the encoded features are fed into both linear convolution and another convolution module. Then, the outputs of these two modules are combined to an attention module. Finally, the attention layer is followed by three fully connected layers to assess sgRNA off-target activity.