| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| CIFAR-100 10 tasks (test) | SCR + GWM | FAA (%)43.2 | 115 | 5d ago | |
| Tiny-Imagenet | OTC | Average Accuracy39.5 | 60 | 1mo ago | |
| Tiny-ImageNet 100 tasks (test) | EMI + GWM | FAA (%)32.4 | 30 | 5d ago | |
| CIFAR-100 | OTC | Average Accuracy56.5 | 30 | 1mo ago | |
| CIFAR-10 | OTC | Average Accuracy76.1 | 30 | 1mo ago | |
| Tiny-Imagenet (test) | CoPE | Average Forgetting8.2 | 30 | 1mo ago | |
| CIFAR-10 (test) | OTC | Average Forgetting9.8 | 30 | 1mo ago | |
| HAR | SLDA | Final Mean Accuracy81.5 | 26 | 21d ago | |
| Letter | SQDA | Final Mean Accuracy89.5 | 26 | 21d ago | |
| Shuttle | MIST-K | Final Mean Accuracy78.3 | 26 | 21d ago | |
| Pendigits | SQDA | Final Mean Accuracy98.2 | 26 | 21d ago | |
| Split-MNIST | SQDA | Final Mean Accuracy94 | 26 | 21d ago | |
| Covertype | MIST-K | Final Mean Accuracy69.4 | 26 | 21d ago | |
| Iris | SLDA | Final Mean Accuracy97.3 | 26 | 21d ago | |
| Wine | SQDA | Final Mean Accuracy98.7 | 26 | 21d ago | |
| Synth-50 | MIST-K | Final Mean Accuracy100 | 26 | 21d ago | |
| Synth-10 | Final Mean Accuracy100 | 26 | 21d ago | ||
| Mini-ImageNet Split | ER-ACE w/ Ours | Final Average Accuracy17.08 | 24 | 3mo ago | |
| CIFAR-100 Split | ER-ACE w/ Ours | Final Accuracy28.15 | 24 | 3mo ago | |
| CIFAR-10 Split | DER++ w/ Ours | Final Avg Accuracy64.83 | 24 | 3mo ago | |
| ImageNet-100 10 tasks (test) | MOSE-MOE + GWM | FAA (%)56.8 | 21 | 5d ago | |
| CIFAR10 Blurry10 Online | RM | Accuracy (Stage 5)78.04 | 21 | 3mo ago | |
| HAR | RLS | Average Forgetting0.013 | 11 | 21d ago | |
| Letter | SQDA | Average Forgetting4.1 | 11 | 21d ago | |
| Shuttle | MIST-K | Average Forgetting0 | 11 | 21d ago |
