Perceptual Quality on EduAIGV-1k
0.869SRCCEduVQA
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| EduVQASetting=Ours2026.03 | 0.869 | 0.879 | 0.688 | 0.417 | |
| IP-IQASetting=Fine-tuned2026.03 | 0.852 | 0.863 | 0.666 | 0.434 | |
| BVQASetting=Fine-tuned2026.03 | 0.848 | 0.862 | — | — | |
| CLIPVQASetting=Fine-tuned2026.03 | 0.846 | 0.832 | — | — | |
| FasterVQASetting=Fine-tuned2026.03 | 0.844 | 0.856 | 0.659 | 0.456 | |
| GSTVQASetting=Fine-tuned2026.03 | 0.837 | 0.849 | 0.655 | 0.456 | |
| DOVERSetting=Fine-tuned2026.03 | 0.832 | 0.84 | 0.645 | 0.479 | |
| IPCESetting=Fine-tuned2026.03 | 0.822 | 0.822 | 0.631 | 0.494 | |
| T2VQASetting=Fine-tuned2026.03 | 0.81 | 0.826 | 0.623 | 0.499 | |
| VSFASetting=Fine-tuned2026.03 | 0.803 | 0.805 | 0.611 | 0.515 | |
| SimpleVQASetting=Fine-tuned2026.03 | 0.742 | 0.758 | 0.552 | 0.553 | |
| Q-AlignSetting=Zero-shot2026.03 | 0.644 | 0.669 | — | — | |
| ImageRewardSetting=Zero-shot2026.03 | 0.409 | 0.432 | 0.282 | 3.369 |