Distortion Recognition on REACT-Frame
86.6Recall (Distorted Frame)REACT
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| REACTModel Type=Our REACT2026.01 | 86.6 | 82.5 | 84.5 | 59.4 | 77.1 | 67.1 | |
| Gemini-2.5-ProModel Type=General Multimodal Large Language Model2026.01 | 50.9 | 90.2 | 65 | 71.5 | 21.9 | 33.5 | |
| GPT-o3Model Type=General Multimodal Large Language Model2026.01 | 48.5 | 94.7 | 64.1 | 85.9 | 24.3 | 37.9 | |
| MagicAccessorModel Type=Image Evaluator2026.01 | 40.7 | 86.7 | 55.4 | 67.6 | 18 | 28.5 | |
| Gemini-2.5-FlashModel Type=General Multimodal Large Language Model2026.01 | 37.5 | 91.9 | 53.2 | 82.9 | 20.4 | 32.7 | |
| GPT-4oModel Type=General Multimodal Large Language Model2026.01 | 33.2 | 92.4 | 48.8 | 85.6 | 19.6 | 31.9 | |
| Q-insightModel Type=Image Evaluator2026.01 | 20.4 | 91.8 | 33.4 | 90.6 | 18 | 30 | |
| VisualQuality-R1Model Type=Image Evaluator2026.01 | 12.1 | 95.5 | 21.5 | 97.1 | 17.6 | 29.7 | |
| Qwen2.5-VL-32BModel Type=General Multimodal Large Language Model2026.01 | 9.9 | 93.5 | 17.9 | 96.5 | 17.1 | 29.1 | |
| Qwen2.5-VL-7BModel Type=General Multimodal Large Language Model2026.01 | 8.9 | 95.7 | 16.2 | 97.9 | 17.2 | 29.2 |