Image Classification on ANIMAL-10N 1.0 (test)
84.5AccuracyDropout+Co-teaching
Evaluation results
| Method | Links | |
|---|---|---|
| Dropout+Co-teachingBackbone=VGG-19, Two-network training=true2022.06 | 84.5 | |
| Nested+Co-teachingBackbone=VGG-19, Two-network training=true2022.06 | 84.1 | |
| PLCBackbone=VGG-19, Two-network training=false2022.06 | 83.4 | |
| SELFIEBackbone=VGG-19, Two-network training=false2022.06 | 81.8 | |
| DropoutBackbone=VGG-19, Two-network training=false2022.06 | 81.6 | |
| NestedBackbone=VGG-19, Two-network training=false2022.06 | 81.3 | |
| ActiveBiasBackbone=VGG-19, Two-network training=false2022.06 | 80.5 | |
| Co-teachingBackbone=VGG-19, Two-network training=true2022.06 | 80.2 | |
| Cross-EntropyBackbone=VGG-19, Two-network training=false2022.06 | 79.4 |