| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| CIFAR-10 Split (test) | Average Accuracy98.31 | 46 | 1mo ago | ||
| Split CIFAR-100 (test) | Average Accuracy (A_T)93.89 | 43 | 1mo ago | ||
| CIFAR10 Sequential | Final Average Accuracy98.25 | 39 | 1mo ago | ||
| Mini-Imagenet (test) | Average Accuracy (A)62.3 | 35 | 1mo ago | ||
| CIFAR100 (test) | MetaSP+RehSel | Accuracy76.14 | 31 | 1mo ago | |
| CIFAR-100 Seq | ProNC | FAA86.38 | 28 | 1mo ago | |
| Seq-CIFAR-10 | ProNC | FAA96.95 | 28 | 1mo ago | |
| Tiny ImageNet Seq | ProNC | FAA69.77 | 24 | 1mo ago | |
| CIFAR-100 | Accuracy93.42 | 24 | 1mo ago | ||
| Split Tiny-ImageNet (test) | Average Accuracy (A_T)82.04 | 22 | 1mo ago | ||
| Split CIFAR-10 5 disjoint subsets | Ours | ACC92.53 | 22 | 1mo ago | |
| CIFAR-100 Split 1.0 (test) | MetaSP | ACC76.14 | 22 | 1mo ago | |
| S-Tiny-ImageNet | Accuracy82.04 | 21 | 1mo ago | ||
| S-CIFAR-10 | Accuracy98.31 | 21 | 1mo ago | ||
| CIFAR10 (test) | Average Score98.16 | 21 | 1mo ago | ||
| S-CIFAR-10 (test) | CLFD-ER | Final Forgetting2.74 | 16 | 1mo ago | |
| S-ImageNet-1K T=100 | ProtoCore | Average Accuracy (A-bar)22.18 | 15 | 1mo ago | |
| S-TinyImageNet T=20 | ProtoCore | Average Accuracy (A-bar)34.46 | 15 | 1mo ago | |
| S-CIFAR-100 T=10 | ProtoCore | Average Accuracy (A-bar)58.46 | 15 | 1mo ago | |
| CUB 4 tasks | Final Avg Acc77.5 | 14 | 1mo ago | ||
| S-ImageNet-1K 100 tasks 1.0 (test) | iCaRL | Training Time (Hours)38.75 | 13 | 1mo ago | |
| 4GLUE | DKVB-NP Incremental | Average Backward Transfer (BWT)21.3 | 13 | 1mo ago | |
| 4GLUE (test) | CTR | Accuracy72.71 | 13 | 1mo ago | |
| Seq-TinyImageNet (test) | Top-1 Accuracy82.04 | 13 | 1mo ago | ||
| Seq-CIFAR10 (test) | Top-1 Acc98.31 | 13 | 1mo ago |
