Image Classification on MNIST (Data Sample Requirements Percentiles)
88Data Required (25th Percentile)GOIMDA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GOIMDATarget Accuracy=80%2026.02 | 88 | 108 | 116 | |
| BALDTarget Accuracy=80%2026.02 | 104 | 109 | 117 | |
| RandomTarget Accuracy=80%2026.02 | 138 | 150 | 173 | |
| GOIMDATarget Accuracy=90%2026.02 | 374 | 422 | 441 | |
| BALDTarget Accuracy=90%2026.02 | 432 | 445 | 475 | |
| RandomTarget Accuracy=90%2026.02 | 846 | 901 | 977 | |
| GOIMDATarget Accuracy=95%2026.02 | 1,060 | 1,150 | 1,206 | |
| BALDTarget Accuracy=95%2026.02 | 1,514 | 1,589 | 1,678 | |
| RandomTarget Accuracy=95%2026.02 | 4,265 | 4,522 | 4,731 |