Table 10 Impact of super-resolution on image classification metrics: a Spanish case study.
SR model | Accuracy difference | F1 score difference | Kappa difference |
|---|---|---|---|
DBPISR | +1.00% | +1.15% | +1.38% |
BSRGAN | +0.72% | +0.95% | +1.06% |
Real-ESRGAN | +1.18% | +1.53% | +1.60% |
SwinIR | +1.09% | +1.14% | +2.25% |
SwinIR_large | 0.00% | +1.18% | +1.67% |
