Table 3.
Overall accuracy for CXR-Pneumonia Dataset.
Approach/Metrics | ACC(%) | DR(%) | FPR(%) |
---|---|---|---|
GMM-ML [48] | 87.66 | 85.80 | 0.13 |
GMM-B [49] | 88.90 | 86.98 | 0.11 |
MM-ML [50] | 90.54 | 88.54 | 0.10 |
DMM-ML [51] | 91.81 | 91.03 | 0.09 |
DMM-B [52] | 92.01 | 91.33 | 0.09 |
SDMM-ML [16] | 92.43 | 91.32 | 0.09 |
SDMM-B [31] | 92.81 | 91.77 | 0.09 |
SSDMM-ML [22] | 92.85 | 92.01 | 0.08 |
SSDMM-B (our method) | 93.03 | 92.90 | 0.08 |