Sentiment Analysis on SST-2 (Score)
95.76AccuracyLoRA-Mixer (ours)
Evaluation Results
| Method | Links | |
|---|---|---|
| LoRA-Mixer (ours)Base Model=Falcon-Mamba (7B)2025.06 | 95.76 | |
| LoRA-Mixer(ours)Base Model=LLaMA-3 (8B)2025.06 | 95.41 | |
| LoRABase Model=LLaMA-3 (8B)2025.06 | 95.3 | |
| LoRA-Mixer (ours)Base Model=Mistral (7B)2025.06 | 95.16 | |
| LoRABase Model=Falcon-Mamba (7B)2025.06 | 95.07 | |
| MOLEBase Model=Falcon-Mamba (7B)2025.06 | 94.22 | |
| MixLoRABase Model=LLaMA-3 (8B)2025.06 | 94.22 | |
| MOLEBase Model=LLaMA-3 (8B)2025.06 | 94.18 | |
| MOLEBase Model=Mistral (7B)2025.06 | 94.17 | |
| LoRABase Model=Mistral (7B)2025.06 | 93.58 | |
| MixLoRABase Model=Mistral (7B)2025.06 | 93.44 | |
| LoRAHubBase Model=Falcon-Mamba (7B)2025.06 | 93.35 | |
| LoRAHubBase Model=LLaMA-3 (8B)2025.06 | 92.77 | |
| LoRAHubBase Model=Mistral (7B)2025.06 | 90.21 |