| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Tiny-ImageNet (test) | MOE-MOSE + S6MOD | Avg Accuracy40.11 | 42 | 3mo ago | |
| Tiny-ImageNet | OCM-CCLDC + S6MOD | Average Forgetting11.55 | 42 | 3mo ago | |
| CIFAR-100 (test) | MOE-MOSE + S6MOD | Accuracy56.32 | 42 | 3mo ago | |
| TinyImageNet 100/2 | Accuracy12.6 | 31 | 3mo ago | ||
| CIFAR100 (10/10) | RanDumb | Accuracy28.6 | 31 | 3mo ago | |
| CIFAR10 (5/2) | RanDumb | Accuracy55.6 | 31 | 3mo ago | |
| CIFAR10 (test) | OnPro-CCLDC + S6MOD | Accuracy79.51 | 28 | 3mo ago | |
| CIFAR10 | OnPro + S6MOD | Average Forgetting5.73 | 28 | 3mo ago | |
| TinyImageNet Sequential (test) | DER | Accuracy15.97 | 21 | 3mo ago | |
| CIFAR-100 Sequential (test) | DER | Accuracy24.83 | 21 | 3mo ago | |
| CIFAR-10 Sequential (test) | GCR | Accuracy52.3 | 21 | 3mo ago | |
| Split-ImageNet-S | AFinal63.82 | 20 | 2mo ago | ||
| Split-ImageNet-R | AFinal76.78 | 20 | 2mo ago | ||
| CIFAR-100 1 (test) | Accuracy3,300 | 20 | 3mo ago | ||
| CIFAR-10 10/1 (test) | Accuracy74.2 | 20 | 3mo ago | ||
| MNIST 10/1 (test) | Accuracy98.3 | 20 | 3mo ago | ||
| CIFAR-100 | EARL | AAUC57.12 | 20 | 3mo ago | |
| CIFAR-10 | EARL | Average AUC78.31 | 20 | 3mo ago | |
| miniImageNet 100/1 (test) | Accuracy25.3 | 19 | 3mo ago | ||
| ImageNet 200 | EARL | AAUC44.88 | 18 | 3mo ago | |
| TinyImageNet | EARL | AAUC41.77 | 18 | 3mo ago | |
| iNaturalist | HALO | AAUC78.3 | 17 | 21d ago | |
| FGVC-Aircraft | HALO | AAUC40.6 | 17 | 21d ago | |
| CUB-200 | HALO | AAUC62.9 | 17 | 21d ago | |
| Permuted MNIST 1000-tasks (last 5 tasks) | BiMU | Mean Accuracy (5 Tasks)95.2 | 16 | 5d ago |
