Image Classification on ImageIDC (standard evaluation set)
78.5Top-1 AccuracyImS3
Evaluation Results
| Method | Links | |
|---|---|---|
| ImS3IPC=50, Backbone=ResNet-182026.03 | 78.5 | |
| RDEDIPC=50, Backbone=ResNet-182026.03 | 78.3 | |
| MinimaxIPC=50, Backbone=ResNet-182026.03 | 78.3 | |
| DiTIPC=50, Backbone=ResNet-182026.03 | 76.4 | |
| RandomIPC=50, Backbone=ResNet-182026.03 | 68.1 | |
| ImS3IPC=10, Backbone=ResNet-182026.03 | 56.2 | |
| DiTIPC=10, Backbone=ResNet-182026.03 | 54.1 | |
| MinimaxIPC=10, Backbone=ResNet-182026.03 | 51.9 | |
| RandomIPC=10, Backbone=ResNet-182026.03 | 48.1 | |
| SRe2LIPC=50, Backbone=ResNet-182026.03 | 45.7 | |
| RDEDIPC=10, Backbone=ResNet-182026.03 | 33.8 | |
| ImS3IPC=1, Backbone=ResNet-182026.03 | 28.5 | |
| DiTIPC=1, Backbone=ResNet-182026.03 | 26.7 | |
| SRe2LIPC=10, Backbone=ResNet-182026.03 | 23.6 | |
| MinimaxIPC=1, Backbone=ResNet-182026.03 | 22.4 | |
| SRe2LIPC=1, Backbone=ResNet-182026.03 | 17.2 | |
| RDEDIPC=1, Backbone=ResNet-182026.03 | 15.9 | |
| RandomIPC=1, Backbone=ResNet-182026.03 | 12.7 |