← Benchmarks
MMBench-V1.1
Version 1.1 of MMBench, an improved bilingual benchmark for assessing multi-modal capabilities of vision-language models through multiple-choice questions in both English and Chinese, providing systematic evaluation across diverse vision-language tasks.
id mmbench-v1.1 · max 1 · 20 models reported
| # | Model | Score |
|---|---|---|
| 1 | Qwen3.5-122B-A10B Alibaba Cloud / Qwen Team · open | 0.93 |
| 2 | Qwen3.6-35B-A3B Alibaba Cloud / Qwen Team · open | 0.93 |
| 3 | Qwen3.5-27B Alibaba Cloud / Qwen Team · open | 0.93 |
| 4 | Qwen3.6-27B Alibaba Cloud / Qwen Team · open | 0.92 |
| 5 | Qwen3.5-35B-A3B Alibaba Cloud / Qwen Team · open | 0.92 |
| 6 | Qwen3 VL 32B Thinking Alibaba Cloud / Qwen Team · open | 0.91 |
| 7 | Qwen3 VL 235B A22B Thinking Alibaba Cloud / Qwen Team · open | 0.91 |
| 8 | Qwen3 VL 235B A22B Instruct Alibaba Cloud / Qwen Team · open | 0.90 |
| 9 | Qwen3 VL 30B A3B Thinking Alibaba Cloud / Qwen Team · open | 0.89 |
| 10 | Qwen3 VL 8B Thinking Alibaba Cloud / Qwen Team · open | 0.88 |
| 11 | Qwen3 VL 30B A3B Instruct Alibaba Cloud / Qwen Team · open | 0.87 |
| 12 | Qwen3 VL 4B Thinking Alibaba Cloud / Qwen Team · open | 0.87 |
| 13 | Qwen3 VL 4B Instruct Alibaba Cloud / Qwen Team · open | 0.85 |
| 14 | Qwen3 VL 8B Instruct Alibaba Cloud / Qwen Team · open | 0.85 |