Image Classification on Fashion-MNIST unseen classes 5-9 (Accuracy)
84.7AccuracyULHM
Evaluation results
| Method | Links | |
|---|---|---|
| ULHMmode=zero-shot2026.01 | 84.7 | |
| Mixup Augmentationmode=zero-shot2026.01 | 82.69 | |
| Variational Autoencodersmode=zero-shot2026.01 | 80.8 | |
| Contrastive Learningmode=zero-shot2026.01 | 78.53 | |
| Self-Supervised Rotationmode=zero-shot2026.01 | 60.45 | |
| Triplet Networksmode=zero-shot2026.01 | 60.4 | |
| Max. Classifier Discrepancymode=zero-shot2026.01 | 56.58 | |
| Correlation Alignmentmode=zero-shot2026.01 | 54.02 | |
| Prototypical Networksmode=zero-shot2026.01 | 49.01 |