Table 3 

Ablation study of the proposed components. They improve the identification accuracy, and are complementary to each other.

ModelQID-21KB-21Param.Speed
Transformer 91.40 93.48 16.8M 12.3k 
w/ Word Feature 93.50 94.19 46.7M 11.7k 
w/ Script Feature 92.75 94.00 16.9M 11.8k 
w/ MHMSA 92.08 93.62 16.8M 12.2k 
 
Our Model 95.35 96.86 46.8M 11.6k 
ModelQID-21KB-21Param.Speed
Transformer 91.40 93.48 16.8M 12.3k 
w/ Word Feature 93.50 94.19 46.7M 11.7k 
w/ Script Feature 92.75 94.00 16.9M 11.8k 
w/ MHMSA 92.08 93.62 16.8M 12.2k 
 
Our Model 95.35 96.86 46.8M 11.6k 
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