Class-Incremental Learning on CIFAR-100 5 phases (test)
64.29Average Last AccuracySEEDG
Evaluation Results
| Method | Links | |
|---|---|---|
| SEEDGBuffer Size=500, Backbone=ViT2025.08 | 64.29 | |
| D3FormerBuffer Size=500, Backbone=ViT2025.08 | 60.57 | |
| DytoxBuffer Size=500, Backbone=ViT2025.08 | 58.93 | |
| SEEDGBuffer Size=200, Backbone=ViT2025.08 | 58.09 | |
| AMDBuffer Size=500, Backbone=CNN2025.08 | 51.74 | |
| CKDF-iCaRLBuffer Size=500, Backbone=CNN2025.08 | 49.65 | |
| SSILBuffer Size=500, Backbone=CNN2025.08 | 47.96 | |
| DytoxBuffer Size=200, Backbone=ViT2025.08 | 47.67 | |
| FOSTERBuffer Size=500, Backbone=CNN2025.08 | 45.86 | |
| AMDBuffer Size=200, Backbone=CNN2025.08 | 45.67 | |
| CKDF-iCaRLBuffer Size=200, Backbone=CNN2025.08 | 44.83 | |
| SSILBuffer Size=200, Backbone=CNN2025.08 | 41.25 | |
| DER++Buffer Size=500, Backbone=CNN2025.08 | 39.13 | |
| FOSTERBuffer Size=200, Backbone=CNN2025.08 | 35.62 | |
| DER++Buffer Size=200, Backbone=CNN2025.08 | 28.36 |