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. 2025 Jul 22;15(15):2158. doi: 10.3390/ani15152158

Table 9.

Class-wise results of ablation experiments.

Model Precision (%) Recall (%) F1 (%) Accuracy (%)
Health Cocci Ncd Salmo Health Cocci Ncd Salmo Health Cocci Ncd Salmo
ResBERT-C 99.10 99.57 88.24 94.83 98.66 84.67 100 99.23 98.88 91.52 93.75 96.98 95.21
ResBERT + DSconv 98.67 99.60 91.46 96.59 99.11 89.78 96.52 100 98.89 94.43 95.54 97.51 96.54
ResBERT + MASA 99.55 98.05 91.84 98.83 99.55 91.97 100 97.68 99.55 94.92 95.74 98.25 97.05
ResBERT + GCA 99.11 99.21 91.77 97.72 99.11 91.24 99.11 99.23 99.11 95.06 95.30 98.47 96.95
ResBERT + DSconv + MASA 99.12 99.60 91.84 96.97 100 89.78 100 98.84 99.56 94.43 95.74 97.90 96.84
ResBERT + DSconv + GCA 96.55 98.03 91.77 99.21 100 90.88 99.11 96.91 98.25 94.32 95.30 98.05 96.44
ResBERT + MASA + GCA 99.11 99.21 91.77 97.72 99.11 91.24 99.11 99.23 99.11 95.06 95.30 98.47 96.95
MMCD 100 100 91.84 100 100 92.70 100 100 100 96.21 95.74 100 97.96