T2I Metric Evaluation on CROCsyn Forward Text-Based
0.968Scaled AccuracyVQAScore
Evaluation results
| Method | Links | |
|---|---|---|
| VQAScorePrompt Type (P)=entity placement (EP), Metric Category=VQA-based2025.05 | 0.968 | |
| AlignScorePrompt Type (P)=entity placement (EP), Metric Category=Embedding-based2025.05 | 0.922 | |
| BLIP2-ITMPrompt Type (P)=entity placement (EP), Metric Category=Embedding-based2025.05 | 0.883 | |
| BVQAPrompt Type (P)=entity placement (EP), Metric Category=VQA-based2025.05 | 0.868 | |
| PickScorePrompt Type (P)=entity placement (EP), Metric Category=Tuned2025.05 | 0.796 | |
| VQAScorePrompt Type (P)=entity variation (EV), Metric Category=VQA-based2025.05 | 0.552 | |
| VQAScorePrompt Type (P)=property variation (PV), Metric Category=VQA-based2025.05 | 0.442 | |
| AlignScorePrompt Type (P)=property variation (PV), Metric Category=Embedding-based2025.05 | 0.044 | |
| BLIP2-ITMPrompt Type (P)=property variation (PV), Metric Category=Embedding-based2025.05 | 0.041 | |
| PickScorePrompt Type (P)=entity variation (EV), Metric Category=Tuned2025.05 | 0.039 | |
| AlignScorePrompt Type (P)=entity variation (EV), Metric Category=Embedding-based2025.05 | 0.022 | |
| PickScorePrompt Type (P)=property variation (PV), Metric Category=Tuned2025.05 | 0.004 | |
| BVQAPrompt Type (P)=entity variation (EV), Metric Category=VQA-based2025.05 | -0.017 | |
| BVQAPrompt Type (P)=property variation (PV), Metric Category=VQA-based2025.05 | -0.034 | |
| BLIP2-ITMPrompt Type (P)=entity variation (EV), Metric Category=Embedding-based2025.05 | -0.037 | |
| CLIPScorePrompt Type (P)=entity placement (EP), Metric Category=Embedding-based2025.05 | -0.214 | |
| CLIPScorePrompt Type (P)=entity variation (EV), Metric Category=Embedding-based2025.05 | -0.308 | |
| CLIPScorePrompt Type (P)=property variation (PV), Metric Category=Embedding-based2025.05 | -0.309 |