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Table 5 Comparison of different loss functions for maize tassels counting on the MTC dataset

From: TasselNet: counting maize tassels in the wild via local counts regression network

Loss MAE MSE
Huber (\(\delta =0.1\)) 8.5 12.2
Huber (\(\delta =1\)) 7.5 10.5
Huber (\(\delta =10\)) 7.3 10.0
\(\ell _2\) 7.3 10.3
\(\ell _1\) 6.6 9.6
  1. The performance is averaged over 8 test sequences, and the lowest error is italicised