Table 4 Overview of model deployment techniques and their respective mAP values.
Model | MIR-NULL | MIR | MIR+DDPM | MIR+MIAA-FSL | MIR_n | MIR_n+MIAA-FSL |
|---|---|---|---|---|---|---|
Preprocessing | \(\times\) | \(\checkmark\) | \(\checkmark\) | \(\checkmark\) | \(\checkmark\) | \(\checkmark\) |
Diffusion model | \(\times\) | \(\times\) | \(\checkmark\) | \(\checkmark\) | \(\checkmark\) | \(\checkmark\) |
CGMIGM | \(\times\) | \(\times\) | \(\times\) | \(\checkmark\) | \(\times\) | \(\checkmark\) |
SSLDAM | \(\times\) | \(\times\) | \(\times\) | \(\checkmark\) | \(\times\) | \(\checkmark\) |
mAP (%) | 30.32 | 43.88 | 60.04 | 82.50 | 60.00 | 93.75 |
