Image Classification on ImageNet-1K 1.0 (val) (Accuracy %)
83.31Accuracy (%)Prototypical Curriculum
Evaluation Results
| Method | Links | |
|---|---|---|
| Prototypical CurriculumCurriculum=Prototypical, Epochs=800, Protocol=FT, Backbone=ViT-B/162024.11 | 83.31 | |
| MAECurriculum=None, Epochs=800, Protocol=FT, Backbone=ViT-B/162024.11 | 83.08 | |
| Hard-samplesCurriculum=Hard-samples, Epochs=800, Protocol=FT, Backbone=ViT-B/162024.11 | 82.95 | |
| Prototypical CurriculumCurriculum=Prototypical, Epochs=800, Protocol=LP, Backbone=ViT-B/162024.11 | 68.84 | |
| MAECurriculum=None, Epochs=800, Protocol=LP, Backbone=ViT-B/162024.11 | 64.25 | |
| Hard-samplesCurriculum=Hard-samples, Epochs=800, Protocol=LP, Backbone=ViT-B/162024.11 | 62.09 | |
| Prototypical CurriculumCurriculum=Prototypical, Epochs=800, Protocol=NN, Backbone=ViT-B/162024.11 | 47.4 | |
| MAECurriculum=None, Epochs=800, Protocol=NN, Backbone=ViT-B/162024.11 | 28.73 | |
| Hard-samplesCurriculum=Hard-samples, Epochs=800, Protocol=NN, Backbone=ViT-B/162024.11 | 24.63 |