Table 6 Ablation experiment results ( the ArtBench-10 test set).
From: Fine art image classification and design methods integrating lightweight deep learning
Model variants | Top-1 accuracy (%) | F1 score (%) | Inference latency (ms) |
|---|---|---|---|
The complete model | 85.2 | 84.8 | 12.3 |
w/o DCSAM | 83.1 | 82.7 | 11.8 |
w/o CSFT | 82.5 | 82.0 | 12.0 |
Base MTH | 81.7 | 81.2 | 10.5 |
