| visual-question-answering-vqa-on-hr-bench-4k | GLM-4.6V | – | Overall: 82.13 |
| visual-question-answering-vqa-on-hr-bench-4k | GPT-5.2 | – | Overall: 81.12 |
| visual-question-answering-vqa-on-hr-bench-4k | GPT-5.4 | – | Overall: 84.00 |
| visual-question-answering-vqa-on-hr-bench-4k | Gemini-3.1-Pro | – | Overall: 89.63 |
| visual-question-answering-vqa-on-hr-bench-4k | Gemini-3.5-Flash | – | Overall: 89.12 |
| visual-question-answering-vqa-on-hr-bench-4k | Kimi-K2.6 | – | Overall: 81.88 |
| visual-question-answering-vqa-on-hr-bench-4k | MiMo-VL-7B-RL | – | Overall: 73.50 |
| visual-question-answering-vqa-on-hr-bench-4k | MiniCPM-V-4.5 | – | Overall: 69.63 |
| visual-question-answering-vqa-on-hr-bench-4k | Qwen3-VL-235B-A22B-Instruct | – | Overall: 86.13 |
| visual-question-answering-vqa-on-hr-bench-4k | Qwen3-VL-8B-Instruct | – | Overall: 79.63 |
| visual-question-answering-vqa-on-hr-bench-4k | Qwen3.5-397B-A17B | – | Overall: 89.38 |
| visual-question-answering-vqa-on-hr-bench-4k | Qwen3.5-4B | – | Overall: 84.38 |
| visual-question-answering-vqa-on-hr-bench-4k | Qwen3.5-9B | – | Overall: 85.75 |
| visual-question-answering-vqa-on-hr-bench-4k | Vision-OPD-4B | – | Overall: 84.50 |
| visual-question-answering-vqa-on-hr-bench-4k | Vision-OPD-9B | – | Overall: 88.13 |
| visual-question-answering-vqa-on-hr-bench-8k | GLM-4.6V | – | Overall: 78.88 |
| visual-question-answering-vqa-on-hr-bench-8k | GPT-5.2 | – | Overall: 78.38 |
| visual-question-answering-vqa-on-hr-bench-8k | GPT-5.4 | – | Overall: 77.88 |
| visual-question-answering-vqa-on-hr-bench-8k | Gemini-3.1-Pro | – | Overall: 86.88 |
| visual-question-answering-vqa-on-hr-bench-8k | Gemini-3.5-Flash | – | Overall: 86.62 |
| visual-question-answering-vqa-on-hr-bench-8k | Kimi-K2.6 | – | Overall: 78.00 |
| visual-question-answering-vqa-on-hr-bench-8k | MiMo-VL-7B-RL | – | Overall: 69.38 |
| visual-question-answering-vqa-on-hr-bench-8k | MiniCPM-V-4.5 | – | Overall: 61.50 |
| visual-question-answering-vqa-on-hr-bench-8k | Qwen3-VL-235B-A22B-Instruct | – | Overall: 80.38 |
| visual-question-answering-vqa-on-hr-bench-8k | Qwen3-VL-8B-Instruct | – | Overall: 75.25 |
| visual-question-answering-vqa-on-hr-bench-8k | Qwen3.5-397B-A17B | – | Overall: 85.50 |
| visual-question-answering-vqa-on-hr-bench-8k | Qwen3.5-4B | – | Overall: 80.13 |
| visual-question-answering-vqa-on-hr-bench-8k | Qwen3.5-9B | – | Overall: 80.63 |
| visual-question-answering-vqa-on-hr-bench-8k | Vision-OPD-4B | – | Overall: 80.38 |
| visual-question-answering-vqa-on-hr-bench-8k | Vision-OPD-9B | – | Overall: 85.50 |