Continual Learning on Long Sequence Benchmark
82OPSAPT-LORA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SAPT-LORABackbone=T5-large2025.02 | 82 | -1.3 | |
| MTLBackbone=T5-large2025.02 | 81.8 | — | |
| Recurrent-KIFBackbone=T5-large2025.02 | 77.8 | -3.6 | |
| MIGUBackbone=T5-large2025.02 | 76.5 | — | |
| VR-MCLBackbone=T5-large2025.02 | 74.8 | -4.9 | |
| TaSLBackbone=T5-large2025.02 | 74.4 | -5.3 | |
| LoRAReplayBackbone=T5-large2025.02 | 70.9 | -15.4 | |
| O-LORABackbone=T5-large2025.02 | 69.6 | -4.1 | |
| LFPT5Backbone=T5-large2025.02 | 69.2 | -12.8 | |
| IncLORABackbone=T5-large2025.02 | 61.2 | -26.7 | |
| L2PBackbone=T5-large2025.02 | 56.1 | -16.3 | |
| EWCBackbone=T5-large2025.02 | 45.1 | — | |
| MoELORABackbone=T5-large2025.02 | 27.6 | — | |
| SeqLORABackbone=T5-large2025.02 | 11.6 | -73.4 |