Fact Evaluation on CounterFact
76.54Efficacy Score (%)Best of FFT/LoRA
Evaluation results
| Method | Links | |
|---|---|---|
| Best of FFT/LoRABase Model=Qwen-3B2026.05 | 76.54 | |
| FFTBase Model=Qwen-3B2026.05 | 76.54 | |
| MoLFBase Model=Qwen-3B2026.05 | 76.15 | |
| MoLFBase Model=Qwen-1.5B2026.05 | 75.15 | |
| Best of FFT/LoRABase Model=Qwen-1.5B2026.05 | 74.95 | |
| FFTBase Model=Qwen-1.5B2026.05 | 74.95 | |
| LoRA (best rank)Base Model=Qwen-3B2026.05 | 70.85 | |
| LoRA (best rank)Base Model=Qwen-1.5B2026.05 | 70.78 | |
| Best of FFT/LoRABase Model=Gemma-1B2026.05 | 65.5 | |
| FFTBase Model=Gemma-1B2026.05 | 65.5 | |
| MoLFBase Model=Gemma-1B2026.05 | 64.88 | |
| LoRA (best rank)Base Model=Gemma-1B2026.05 | 60.77 |