| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Tiny-ImageNet 20 tasks | SNV | Average Accuracy67.95 | 54 | 16d ago | |
| CIFAR-10 Split (test) | Average Accuracy98.31 | 46 | 3mo ago | ||
| CIFAR-100 10 tasks | SI | Backward Transfer45.78 | 44 | 16d ago | |
| Split CIFAR-100 (test) | Average Accuracy (A_T)93.89 | 43 | 3mo ago | ||
| CIFAR-100 | Accuracy93.42 | 41 | 14d ago | ||
| CIFAR-100 20 tasks | SNV | Accuracy (ACC)71.93 | 40 | 16d ago | |
| CIFAR10 Sequential | Final Average Accuracy98.25 | 39 | 3mo ago | ||
| Mini-Imagenet (test) | Average Accuracy (A)62.3 | 35 | 3mo ago | ||
| Tiny-ImageNet 10 tasks | SNV | Accuracy74.82 | 33 | 16d ago | |
| CIFAR100 (test) | MetaSP+RehSel | Accuracy76.14 | 31 | 2mo ago | |
| CIFAR-100 Seq | ProNC | FAA86.38 | 28 | 1mo ago | |
| Seq-CIFAR-10 | ProNC | FAA96.95 | 28 | 2mo ago | |
| Tiny ImageNet Seq | NCT | FF6.84 | 27 | 1mo ago | |
| CIFAR-100 (20-split) | Accuracy79.3 | 27 | 1mo ago | ||
| CIFAR-10 Seq | TA-NCCL + SAMix | Average Accuracy96.98 | 25 | 1mo ago | |
| Seq-Tiny-ImageNet | TA-NCCL + SAMix | Average Accuracy57.13 | 25 | 1mo ago | |
| Split Tiny-ImageNet (test) | Average Accuracy (A_T)82.04 | 22 | 3mo ago | ||
| Split CIFAR-10 5 disjoint subsets | Ours | ACC92.53 | 22 | 3mo ago | |
| CIFAR-100 Split 1.0 (test) | MetaSP | ACC76.14 | 22 | 3mo ago | |
| S-Tiny-ImageNet | Accuracy82.04 | 21 | 3mo ago | ||
| S-CIFAR-10 | Accuracy98.31 | 21 | 3mo ago | ||
| CIFAR10 (test) | Average Score98.16 | 21 | 3mo ago | ||
| Tiny-ImageNet | MANGO | Accuracy33.24 | 17 | 14d ago | |
| S-CIFAR-10 (test) | CLFD-ER | Final Forgetting2.74 | 16 | 3mo ago | |
| EMNIST 20 tasks | DRCL | Average Accuracy88.5 | 15 | 1mo ago |
