Text Classification on AI
79.28AccuracyEWC
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| EWCFinetune=Full2025.07 | 79.28 | 73.91 | |
| DoMIXFinetune=DoMIX2025.07 | 79.11 | 74.01 | |
| DASFinetune=Full2025.07 | 78.72 | 72.85 | |
| Joint LoRAFinetune=Full2025.07 | 78.48 | 72.93 | |
| Seperate LoRAFinetune=Full2025.07 | 78.29 | 72.72 | |
| NCLFinetune=Full2025.07 | 78.28 | 72.25 | |
| KDFinetune=Full2025.07 | 78.2 | 72.33 | |
| Seperate LoRAFinetune=LoRA2025.07 | 77.2 | 70.92 | |
| EWCFinetune=LoRA2025.07 | 76.91 | 70 | |
| Joint LoRAFinetune=LoRA2025.07 | 76.66 | 69.88 | |
| NCLFinetune=LoRA2025.07 | 76.58 | 69.5 | |
| DASFinetune=LoRA2025.07 | 76.33 | 68.75 | |
| KDFinetune=LoRA2025.07 | 76.29 | 69.19 | |
| ROBERTaFinetune=Full2025.07 | 76.13 | 70.08 | |
| ROBERTaFinetune=LoRA2025.07 | 74.15 | 66.51 |