Text Classification on NWGI
57.36AccuracyDECA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DECABackbone=Llama-3.1-8B2026.06 | 57.36 | 39.82 | |
| Dec-LoRABackbone=Llama-3.1-8B2026.06 | 54.72 | 38.35 | |
| DECABackbone=Qwen2.5-3B2026.06 | 53.51 | 36.09 | |
| Dec-AdapterBackbone=Qwen2.5-3B2026.06 | 52.72 | 35.55 | |
| Dec-LoRABackbone=Qwen2.5-3B2026.06 | 52.44 | 35.23 | |
| DeCAFBackbone=Llama-3.1-8B2026.06 | 47.13 | 29.03 | |
| DeCAFBackbone=Qwen2.5-3B2026.06 | 42.93 | 27.96 | |
| Dec-AdapterBackbone=Llama-3.1-8B2026.06 | 12.47 | 4.71 |