Prompt Alignment on EduAIGV-1k
75.7SRCCEduVQA
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| EduVQASetting=Ours2026.03 | 75.7 | 76.8 | 57.1 | 0.527 | |
| T2VQASetting=Fine-tuned2026.03 | 73.1 | 73.3 | 54.4 | 0.564 | |
| IP-IQASetting=Fine-tuned2026.03 | 64.8 | 65.3 | 46.9 | 0.593 | |
| IPCESetting=Fine-tuned2026.03 | 63.4 | 64.3 | 46 | 0.604 | |
| BLIPSetting=Zero-shot2026.03 | 45.7 | 39.2 | 31.7 | 101.113 | |
| ImageRewardSetting=Zero-shot2026.03 | 40.9 | 43.2 | 28.2 | 3.369 | |
| Open-VCLIPSetting=Zero-shot2026.03 | 33.5 | 22.9 | 34 | 94.306 | |
| CLIPSetting=Zero-shot2026.03 | 27 | 28.2 | 18.4 | 3.174 |