Continual Learning on 15-task Sequence Order-6
76.5Average AccuracyMTL
Evaluation results
| Method | Links | |
|---|---|---|
| MTLBackbone=T5-Large2025.06 | 76.5 | |
| MoRAMBackbone=T5-Large2025.06 | 71.95 | |
| LB-CLBackbone=T5-Large2025.06 | 71.8 | |
| O-LoRABackbone=T5-Large2025.06 | 70.5 | |
| LFPT5Backbone=T5-Large2025.06 | 69.2 | |
| IncLoRABackbone=T5-Large2025.06 | 61.7 | |
| L2PBackbone=T5-Large2025.06 | 56.9 | |
| ReplayBackbone=T5-Large2025.06 | 53.1 | |
| LwFBackbone=T5-Large2025.06 | 47.4 | |
| EWCBackbone=T5-Large2025.06 | 45.6 | |
| SeqFTBackbone=T5-Large2025.06 | 7.5 | |
| SeqLoRABackbone=T5-Large2025.06 | 1.9 |