| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| HOPE 8-domain, clean-regime 256M (3 seeds) | Adaptive-OGP | Avg PPL35.8 | 19 | 1mo ago | |
| HOPE 8-domain, high-overlap non-adaptive stream 256M | Adaptive-OGP | Forgetting9.4 | 6 | 1mo ago | |
| HOPE 16-domain stream 256M (long continual sequence) | Adaptive OGP | Forgetting10.2 | 4 | 1mo ago |