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max_tokens=2048, temperature=0.7, top_p=0.8, top_k=20, repetition_penalty=1.0, presence_penalty=1.5 for both the models.| Model | Average | Mathverse (vision only) | Mathvista | Mathvision (testmini) | We-Math | Math500 | GPQA-D | Logicvista | Dynamath | Hallusionbench | MMMU-Pro (Vision) |
|---|---|---|---|---|---|---|---|---|---|---|---|
| qwen3-2b-vl-instruct | 43.2 | 36.3 | 61.6 | 27.3 | 59.8 | 61.8 | 7.6 | 27.9 | 49.5 | 65.0 | 34.8 |
| qwen3-2b-vl-instruct (1epoch HoneyBee) | 49.4 | 43.9 | 63.0 | 28.0 | 66.2 | 63.4 | 35.9 | 44.0 | 50.5 | 66.1 | 32.7 |