Continual Learning on 15-task stream
50.31OPCRAFT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CRAFTBackbone=Llama-3.2-1B-Instruct2026.05 | 50.31 | 2.6 | |
| TreeLoRABackbone=Llama-3.2-1B-Instruct2026.05 | 45.68 | 6.41 | |
| O-LoRABackbone=Llama-3.2-1B-Instruct2026.05 | 44.02 | 10.99 | |
| HiDeLoRABackbone=Llama-3.2-1B-Instruct2026.05 | 42.38 | 11.23 | |
| DualPromptBackbone=Llama-3.2-1B-Instruct2026.05 | 41.29 | 15.58 | |
| L2PBackbone=Llama-3.2-1B-Instruct2026.05 | 41.05 | 14.92 | |
| SeqLoRABackbone=Llama-3.2-1B-Instruct2026.05 | 40.71 | 15.72 | |
| GEMBackbone=Llama-3.2-1B-Instruct2026.05 | 35.48 | 18.33 | |
| OGDBackbone=Llama-3.2-1B-Instruct2026.05 | 32.52 | 21.32 | |
| EWCBackbone=Llama-3.2-1B-Instruct2026.05 | 31.46 | 22.22 |