TikZ Code Generation on DaTikZ V4
0.189CLIP SimilarityTikZilla-3B-RL
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| TikZilla-3B-RLRL fine-tuning=true2026.03 | 0.189 | 0.731 | 0.766 | 0.385 | 98 | 481 | |
| TikZilla-8B-RLRL fine-tuning=true2026.03 | 0.185 | 0.727 | 0.761 | 0.384 | 95 | 459 | |
| GPT-52026.03 | 0.181 | 0.679 | 0.765 | 0.365 | 88 | 480 | |
| Qwen3-8B (+RL)RL fine-tuning=true2026.03 | 0.169 | 0.669 | 0.768 | 0.357 | 98 | 393 | |
| TikZilla-3BRL fine-tuning=false2026.03 | 0.161 | 0.613 | 0.802 | 0.324 | 89 | 672 | |
| TikZilla-8BRL fine-tuning=false2026.03 | 0.158 | 0.602 | 0.793 | 0.322 | 86 | 729 | |
| Qwen3-32B2026.03 | 0.149 | 0.583 | 0.765 | 0.322 | 79 | 416 | |
| GPT-4o2026.03 | 0.147 | 0.58 | 0.767 | 0.32 | 78 | 404 | |
| Qwen3-Coder-30B-A3B2026.03 | 0.14 | 0.566 | 0.778 | 0.309 | 77 | 472 | |
| Qwen2.5-14B2026.03 | 0.132 | 0.511 | 0.765 | 0.293 | 71 | 376 | |
| Qwen3-8BRL fine-tuning=false2026.03 | 0.106 | 0.421 | 0.775 | 0.251 | 63 | 412 | |
| TikZero-Plus-10B2026.03 | 0.104 | 0.397 | 0.807 | 0.231 | 61 | 742 | |
| Qwen2.5-3B (+RL)RL fine-tuning=true2026.03 | 0.098 | 0.505 | 0.795 | 0.269 | 98 | 234 | |
| Llama3.1-8B2026.03 | 0.088 | 0.339 | 0.786 | 0.214 | 50 | 529 | |
| Qwen2.5-3BRL fine-tuning=false2026.03 | 0.081 | 0.315 | 0.789 | 0.202 | 52 | 387 |