Controllable Writing on WritingBench (WB)
79.8WB-A ScoreQwen3-32B
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Qwen3-32BModel Category=General Open-source Models2026.04 | 79.8 | 78.2 | 80.8 | 78.9 | 82.9 | 81.9 | |
| Claude 3.7Model Category=General Closed-source Models2026.04 | 78.2 | 77.9 | 76.5 | 79.3 | 79.2 | 80.8 | |
| DeepWriter-8B + RL-TCERSource Finetuning Dataset=DeepWriting Dataset2026.04 | 76.5 | 75.3 | 74.8 | 74.2 | 76.7 | 75.2 | |
| DeepWriter-8B + RL-EndoRSource Finetuning Dataset=DeepWriting Dataset2026.04 | 76 | 73.6 | 73.9 | 69.6 | 77.3 | 74.5 | |
| GPT-4oModel Category=General Closed-source Models2026.04 | 74.4 | 73.4 | 74.3 | 77.9 | 75.8 | 78 | |
| Qwen2.5-7B-Instruct + SFT + RL-TCERModel Category=Finetuned Open-source Models, Training Stage=SFT + RL-TCER2026.04 | 72.7 | 73.1 | 70.8 | 67.8 | 73.4 | 71.1 | |
| Qwen2.5-7B-Instruct + SFT + RL-EndoRModel Category=Finetuned Open-source Models, Training Stage=SFT + RL-EndoR2026.04 | 72.6 | 70.9 | 70.1 | 64.6 | 73 | 68.7 | |
| DeepWriter-8BSource Finetuning Dataset=DeepWriting Dataset2026.04 | 72.2 | 71.8 | 69.8 | 70.6 | 73.7 | 72.3 | |
| Qwen2.5-7B-Instruct + SFTModel Category=Finetuned Open-source Models, Training Stage=SFT2026.04 | 69.7 | 69.8 | 67.9 | 63.1 | 71.3 | 66.3 | |
| Qwen3-8BModel Category=General Open-source Models2026.04 | 68.7 | 68.9 | 67 | 67.2 | 71.2 | 71.3 | |
| LongWriter-8B + RL-TCERSource Finetuning Dataset=LongWriter Dataset2026.04 | 65.8 | 62.9 | 61.1 | 57.1 | 60.6 | 59.8 | |
| LongWriter-8B + RL-EndoRSource Finetuning Dataset=LongWriter Dataset2026.04 | 64.4 | 62.6 | 60.2 | 56.7 | 59.9 | 58.8 | |
| Claude 3.5Model Category=General Closed-source Models2026.04 | 59.5 | 57.6 | 56.3 | 59.3 | 62 | 67.7 | |
| Qwen2.5-7B-InstructModel Category=Finetuned Open-source Models, Training Stage=Base2026.04 | 58.9 | 56.8 | 56.5 | 54 | 59.9 | 60 | |
| LongWriter-8BSource Finetuning Dataset=LongWriter Dataset2026.04 | 57.9 | 53.9 | 49 | 52 | 52.9 | 52 | |
| Qwen2.5-32B-InstructModel Category=General Open-source Models2026.04 | 52.5 | 49.8 | 51 | 49.6 | 53.9 | 54.2 | |
| Llama3.1-8B-InstructModel Category=General Open-source Models2026.04 | 47.5 | 45.6 | 43.7 | 42.3 | 48.6 | 50.8 |