ImageQA on Q-Real Naturalness
88.8IoUInternVL3-8B
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| InternVL3-8BFine-tuning=false2025.11 | 88.8 | 6 | 23 | 35.4 | |
| Qwen2.5-VL-7B-InstructFine-tuning=false2025.11 | 87.5 | 27.1 | 40.9 | 34.4 | |
| Qwen2.5-VL-7B-InstructFine-tuning=true2025.11 | 87.5 | 59.6 | 71.3 | 48.2 | |
| Qwen3-VL-8B-InstructFine-tuning=false2025.11 | 84.8 | 31.3 | 43.5 | 32.2 | |
| Q-Eval-ScoreFine-tuning=false2025.11 | 83.5 | 16.5 | 35.3 | 20.8 | |
| Qwen3-VL-8B-InstructFine-tuning=true2025.11 | 83.4 | 54.8 | 72.2 | 48.3 | |
| InternVL3-8BFine-tuning=true2025.11 | 82.9 | 52.7 | 73.7 | 49.9 | |
| InternVL2.5-8BFine-tuning=true2025.11 | 82.5 | 49.1 | 67.5 | 44.1 | |
| InternVL2.5-8BFine-tuning=false2025.11 | 73 | 9.5 | 39 | 36.2 | |
| GPT-4oFine-tuning=false2025.11 | 56.6 | 5.1 | 37.6 | 33.4 |