Table 2 Classification results on WND CHARM’s reference datasets and IICBU suite
From: CP-CHARM: segmentation-free image classification made accessible
WND-CHARM1 | CP-CHARM2 | ||||
|---|---|---|---|---|---|
Dataset | Median | Std Dev. | Median | Std Dev. | |
WND-CHARM’s reference suite | AT&T | 0.97 | 0.02 | 0.98 | 5e-3 |
Brodatz | 0.91 | 0.01 | 0.91 | 3e-3 | |
CHO ∗ | 0.93 | 0.02 | 0.99 | 3e-3 | |
COIL-20 | 1.00 | 1e-3 | 1.00 | 1e-3 | |
HeLa ∗ | 0.87 | 0.09 | 0.84 | 4e-3 | |
Pollen | 0.95 | 0.02 | 0.95 | 3e-3 | |
0.83 | 0.07 | 0.84 | 0.01 | ||
IICBU suite | Binucleate ∗ | 1.00 | 0.01 | 0.95 | 0.02 |
Liver Aging | 0.93 | 0.03 | 0.89 | 4e-3 | |
Liver Gen. AL | 0.98 | 0.01 | 0.98 | 5e-3 | |
Liver Gen. CR | 0.99 | 0.01 | 0.99 | 1e-3 | |
Lymphoma | 0.79 | 0.04 | 0.66 | 0.01 | |
RNAi ∗ | 0.78 | 0.04 | 0.73 | 0.02 | |
Terminal Bulb | 0.59 | 0.04 | 0.55 | 6e-3 | |