Text Classification on TFNS
91.03AccuracyDec-LoRA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Dec-LoRABackbone=Llama-3.1-8B2026.06 | 91.03 | 88.42 | |
| DECABackbone=Llama-3.1-8B2026.06 | 90.42 | 87.66 | |
| DECABackbone=Qwen2.5-3B2026.06 | 89.25 | 86.24 | |
| Dec-AdapterBackbone=Qwen2.5-3B2026.06 | 88.36 | 85.47 | |
| Dec-LoRABackbone=Qwen2.5-3B2026.06 | 84.69 | 78.31 | |
| DeCAFBackbone=Llama-3.1-8B2026.06 | 67.98 | 56.13 | |
| DeCAFBackbone=Qwen2.5-3B2026.06 | 66.12 | 55.52 | |
| Dec-AdapterBackbone=Llama-3.1-8B2026.06 | 23.29 | 15.24 |