Digit Classification on Colored MNIST foreground color (test)
86.37Unbiased AccuracyDebiAN
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DebiANratio=0.952022.07 | 86.37 | 99.7 | 73.04 | |
| EIILratio=0.952022.07 | 86.31 | 99.61 | 73.01 | |
| LfFratio=0.95, source=reported in the paper2022.07 | 85.39 | — | 85.77 | |
| vanillaratio=0.952022.07 | 85.3 | 99.6 | 70.99 | |
| PGIratio=0.952022.07 | 85 | 99.37 | 70.63 | |
| LfFratio=0.98, source=reported in the paper2022.07 | 80.48 | — | 80.67 | |
| PGIratio=0.982022.07 | 78.6 | 99.73 | 57.46 | |
| DebiANratio=0.982022.07 | 77.61 | 99.76 | 55.46 | |
| EIILratio=0.982022.07 | 77.1 | 99.77 | 54.44 | |
| LfFratio=0.95, source=replicate via official code2022.07 | 77.02 | 71.67 | 82.37 | |
| LfFratio=0.98, source=replicate via official code2022.07 | 75.67 | 73.11 | 78.23 | |
| LfFratio=0.99, source=reported in the paper2022.07 | 74.01 | — | 74.19 | |
| DebiANratio=0.992022.07 | 71.6 | 99.86 | 43.33 | |
| PGIratio=0.992022.07 | 70.87 | 99.86 | 41.88 | |
| EIILratio=0.992022.07 | 70.26 | 99.81 | 40.71 | |
| vanillaratio=0.982022.07 | 69.52 | 99.8 | 39.23 | |
| LfFratio=0.99, source=replicate via official code2022.07 | 64.58 | 61.96 | 67.2 | |
| PGIratio=0.9952022.07 | 64.44 | 99.86 | 27.01 | |
| LfFratio=0.995, source=reported in the paper2022.07 | 63.49 | — | — | |
| DebiANratio=0.9952022.07 | 62.41 | 100 | 24.83 | |
| EIILratio=0.9952022.07 | 62.27 | 99.9 | 24.63 | |
| vanillaratio=0.992022.07 | 59.35 | 99.97 | 18.73 | |
| LfFratio=0.995, source=replicate via official code2022.07 | 55.62 | 54.13 | 57.11 | |
| vanillaratio=0.9952022.07 | 53.96 | 100 | 7.92 |