Multimodal Reasoning Evaluation on CRYSTAL
57.99AccuracyGPT-5
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| GPT-5Params=n/a2026.03 | 57.99 | 61.2 | 92.5 | 47.9 | 5.29 | 63.6 | 53.9 | |
| Qwen3-VL-8BParams=8B2026.03 | 57.66 | 65.9 | 82.7 | 59 | 7.37 | 62.4 | 57.2 | |
| GPT-5-miniParams=n/a2026.03 | 55.59 | 77.3 | 97.8 | 66.9 | 7.57 | 56 | 67 | |
| Gemini 2.5 FlashParams=n/a2026.03 | 53.95 | 67.3 | 70.1 | 76.5 | 17.1 | 58.4 | 57.9 | |
| InternVL3.5-8BParams=8B2026.03 | 51.98 | 53 | 88.2 | 41.6 | 4.96 | 69.2 | 46.9 | |
| InternVL3.5-38BParams=38B2026.03 | 51.21 | 61.2 | 89.2 | 49.8 | 5.76 | 64.3 | 53.8 | |
| Qwen3-VL-32BParams=32B2026.03 | 49.22 | 71.8 | 81.9 | 70.4 | 10.56 | 58.1 | 61.7 | |
| Qwen2.5-VL-32BParams=32B2026.03 | 47.63 | 65.3 | 94.3 | 52.4 | 5.86 | 61.9 | 57.2 | |
| GPT-5.2 InstantParams=n/a2026.03 | 47.35 | 56.4 | 97.4 | 41.6 | 4.64 | 64.8 | 50.1 | |
| Qwen2.5-VL-3BParams=3B2026.03 | 39.85 | 48 | 89.8 | 34.7 | 3.73 | 72.3 | 43.4 | |
| InternVL3.5-4BParams=4B2026.03 | 37.61 | 43.2 | 89.5 | 32.5 | 3.75 | 77.5 | 38.7 | |
| Qwen3-VL-2BParams=2B2026.03 | 34.15 | 59.5 | 72.6 | 53.5 | 5.94 | 66.9 | 51.5 | |
| Gemma3-12BParams=12B2026.03 | 33.83 | 60.5 | 83.8 | 49.9 | 5.51 | 67.3 | 53.4 | |
| InternVL3.5-2BParams=2B2026.03 | 33.02 | 46.9 | 72.5 | 37.1 | 3.92 | 73.1 | 41.5 | |
| Qwen2.5-VL-7BParams=7B2026.03 | 30.43 | 47.5 | 76.5 | 36.5 | 4.07 | 71.7 | 42.2 | |
| InternVL3.5-1BParams=1B2026.03 | 30.13 | 33 | 61.6 | 24.3 | 2.51 | 80.7 | 29.7 | |
| Gemma3-4BParams=4B2026.03 | 28.65 | 61.8 | 87.8 | 50.6 | 5.72 | 66.8 | 54.7 | |
| MiniCPMv2.6-8BParams=8B2026.03 | 25.54 | 21.5 | 70.9 | 13.4 | 1.31 | 85.4 | 18.6 | |
| Llama 3.2-11BParams=11B2026.03 | 24.83 | 47.1 | 71.3 | 37.9 | 4.19 | 72.6 | 41.5 | |
| LLaVA-v1.6-7BParams=7B2026.03 | 24.66 | 51.2 | 96.1 | 37 | 3.94 | 67.5 | 45.9 |