Question Answering on CLEAR Real-world 1.0
94.7AccMMU
Evaluation results
| Method | Links | |
|---|---|---|
| MMUBackbone=Qwen2-VL-7B2025.12 | 94.7 | |
| GA DiffBackbone=Qwen2-VL-7B2025.12 | 92.7 | |
| VanillaBackbone=Qwen2-VL-7B2025.12 | 91.4 | |
| Visual Knowledge DistillationBackbone=Qwen2-VL-7B2025.12 | 90.8 | |
| KL MinBackbone=Qwen2-VL-7B2025.12 | 90.7 | |
| NPOBackbone=Qwen2-VL-7B2025.12 | 88.7 | |
| MANUBackbone=Qwen2-VL-7B2025.12 | 87.3 | |
| GABackbone=Qwen2-VL-7B2025.12 | 86.8 | |
| VanillaBackbone=LLaVA-1.5-7B2025.12 | 85.4 | |
| Visual Knowledge DistillationBackbone=LLaVA-1.5-7B2025.12 | 84.8 | |
| MMUBackbone=LLaVA-1.5-7B2025.12 | 84.1 | |
| GABackbone=LLaVA-1.5-7B2025.12 | 83.4 | |
| NPOBackbone=LLaVA-1.5-7B2025.12 | 83.4 | |
| KL MinBackbone=LLaVA-1.5-7B2025.12 | 82.8 | |
| GA DiffBackbone=LLaVA-1.5-7B2025.12 | 73.5 | |
| MANUBackbone=LLaVA-1.5-7B2025.12 | 68.3 |