Text Classification on ACL
74.74AccuracyNCL
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| NCLFinetune=Full2025.07 | 74.74 | 70.82 | |
| DASFinetune=Full2025.07 | 74.47 | 70.52 | |
| KDFinetune=Full2025.07 | 74.31 | 70.11 | |
| EWCFinetune=Full2025.07 | 73.95 | 69.94 | |
| Seperate LoRAFinetune=Full2025.07 | 73.82 | 69.95 | |
| Joint LoRAFinetune=Full2025.07 | 73.82 | 69.91 | |
| DoMIXFinetune=DoMIX2025.07 | 72.97 | 69.1 | |
| KDFinetune=LoRA2025.07 | 72.55 | 67.63 | |
| ROBERTaFinetune=Full2025.07 | 72.52 | 68.71 | |
| Seperate LoRAFinetune=LoRA2025.07 | 72.33 | 66.98 | |
| EWCFinetune=LoRA2025.07 | 72.27 | 66.99 | |
| NCLFinetune=LoRA2025.07 | 72.09 | 66.59 | |
| DASFinetune=LoRA2025.07 | 72.02 | 66.37 | |
| Joint LoRAFinetune=LoRA2025.07 | 71.43 | 66.25 | |
| ROBERTaFinetune=LoRA2025.07 | 69.52 | 63.33 |