Image Classification on MF-Dominoes (test)
68.8Minority Group AccuracyCAML
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CAMLAcquisition Function=CoreSet, Backbone=ResNet-182026.05 | 68.8 | — | — | |
| CAMLAcquisition Function=BADGE, Backbone=ResNet-182026.05 | 54.9 | — | — | |
| CAMLAcquisition Function=Confidence, Backbone=ResNet-182026.05 | 53.3 | — | — | |
| ShuffleAcquisition Function=CoreSet, Backbone=ResNet-182026.05 | 41 | — | — | |
| ShuffleAcquisition Function=Confidence, Backbone=ResNet-182026.05 | 40.6 | — | — | |
| ShuffleAcquisition Function=BADGE, Backbone=ResNet-182026.05 | 40.5 | — | — | |
| CAMLAcquisition Function=Random, Backbone=ResNet-182026.05 | 29.1 | — | — | |
| ShuffleAcquisition Function=Random, Backbone=ResNet-182026.05 | 25.4 | — | — | |
| Chroma-VAE2022.11 | — | 78.5 | 73.8 | |
| JTT2022.11 | — | 50.6 | 0.81 | |
| Naive-Class2022.11 | — | 50.4 | 0.61 |