Commonsense Reasoning on Commonsense Reasoning Benchmark Intra-domain Multi-task
87.27Average AccuracyST Baseline
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ST BaselineBackbone=Qwen2-7B2025.09 | 87.27 | — | |
| ALoRABackbone=Qwen2-7B2025.09 | 86.47 | 0.91 | |
| LoHaBackbone=Qwen2-7B2025.09 | 86.34 | 1.06 | |
| MoSLoRABackbone=Qwen2-7B2025.09 | 86.3 | 1.09 | |
| AdaLoRABackbone=Qwen2-7B2025.09 | 86.14 | 1.3 | |
| HydraLoRABackbone=Qwen2-7B2025.09 | 86.09 | 1.32 | |
| LoRABackbone=Qwen2-7B2025.09 | 85.96 | 1.43 | |
| ST BaselineBackbone=LLaMA3-8B2025.09 | 84.9 | — | |
| ALoRABackbone=LLaMA3-8B2025.09 | 84.81 | 0.04 | |
| HydraLoRABackbone=LLaMA3-8B2025.09 | 84.57 | 0.32 | |
| MoSLoRABackbone=LLaMA3-8B2025.09 | 84.23 | 0.76 | |
| AdaLoRABackbone=LLaMA3-8B2025.09 | 83.88 | 1.17 | |
| LoHaBackbone=LLaMA3-8B2025.09 | 83.73 | 1.36 | |
| LoRABackbone=LLaMA3-8B2025.09 | 83.64 | 1.48 |