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Table 8 Prediction Results on Seven Species using Our Proposed Framework, Based on S.cerevisiae Training Dataset as the Overall Training Dataset (Note: N/A: Not Available)

From: Multimodal deep representation learning for protein interaction identification and protein family classification

SpeciesOur MethodDu’s work[9]Huang’s work[28]Zhou’s work[2]
C.elegans98.44%94.84%81.19%75.73%
H.sapiens98.50%93.77%82.22%76.27%
M.musculus98.69%91.37%79.87%76.88%
H.pylori98.84%93.66%82.18%N/A
D.melanogaster96.76%N/AN/AN/A
E.coli97.70%92.19%66.08%71.24%
R.norvegicus99.77%N/AN/AN/A
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