| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| MMBench-CN | AuroraEdge-V-2B | Score92.39 | 151 | 1mo ago | |
| MMBench English | FSR | Accuracy70.4 | 125 | 2mo ago | |
| MMBench | InternVL2.5-8B | Accuracy84.4 | 90 | 1d ago | |
| MMBench | LongVILA-7B (S3) | Score83.4 | 73 | 20d ago | |
| MMBench (MMB) | HoloV | MMB Score65.4 | 62 | 2mo ago | |
| MMBench | Training-Free Debiasing Inference Strategy | MMBench Score83.33 | 60 | 22d ago | |
| MMB | Average Performance100 | 40 | 1mo ago | ||
| MMBench | MMBench Score (en)67.09 | 23 | 8d ago | ||
| MM-Bench 37 | Mipha-3B+ (Ours) | Accuracy71.5 | 19 | 3mo ago | |
| MMBench EN | Latency Ratio53 | 17 | 1mo ago | ||
| MMMU | Qwen3-VL-32B-Thinking | Accuracy78.1 | 15 | 3mo ago | |
| MMBench | LLaVA-1.5 | Accuracy67.7 | 10 | 2mo ago | |
| SEED-I | Accuracy70.2 | 10 | 3mo ago | ||
| MMB 1.1 | Accuracy82.2 | 6 | 13d ago | ||
| MMBench (dev) | Firebolt-VL | Accuracy64.6 | 6 | 1mo ago | |
| MMBench en (dev) | Uni-DPO | Overall Accuracy63.75 | 4 | 8d ago | |
| MMBench zero-shot | VEQ-MA | Zero-shot Accuracy82.3 | 2 | 3mo ago |
