Scientific Text Simplification on PLOS
12.43d-BLEUSci-LoRA
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Sci-LoRA2025.05 | 12.43 | 83.35 | 16.81 | 45.59 | 35.02 | 40.07 | |
| Qwen2.52025.05 | 10.18 | 82.7 | 21.46 | 42.75 | 31.88 | 40.08 | |
| Mixtral2025.05 | 7.43 | 82.04 | 19.73 | 40.84 | 31.91 | 39.99 | |
| GPT-3.52025.05 | 7.08 | 82.62 | 17.85 | 40.55 | 28.15 | 39.6 | |
| Phi-42025.05 | 6.3 | 83.04 | 5.07 | 40.17 | 36.75 | 42.26 | |
| GPT-4o2025.05 | 5.76 | 81.81 | 17.61 | 39.88 | 31.38 | 39.6 | |
| OPT2025.05 | 5.31 | 82.47 | 5.52 | 33.49 | 25.45 | 37.54 | |
| Mistral2025.05 | 4.47 | 80.29 | 10.87 | 33.42 | 24.97 | 38.72 | |
| LLaMA32025.05 | 3.51 | 75.11 | 5.46 | 37.81 | 23.55 | 37.61 |