T2I Metric Evaluation on CROCsyn Inverse Image-Based
98.4Scaled AccuracyVQAScore
Evaluation results
| Method | Links | |
|---|---|---|
| VQAScorePrompt Type (P)=entity placement (EP), Metric Category=VQA-based2025.05 | 98.4 | |
| AlignScorePrompt Type (P)=entity placement (EP), Metric Category=Embedding-based2025.05 | 97.9 | |
| BLIP2-ITMPrompt Type (P)=entity placement (EP), Metric Category=Embedding-based2025.05 | 96.5 | |
| BVQAPrompt Type (P)=entity placement (EP), Metric Category=VQA-based2025.05 | 94.9 | |
| PickScorePrompt Type (P)=entity placement (EP), Metric Category=Tuned2025.05 | 91.8 | |
| VQAScorePrompt Type (P)=property variation (PV), Metric Category=VQA-based2025.05 | 73.3 | |
| BLIP2-ITMPrompt Type (P)=property variation (PV), Metric Category=Embedding-based2025.05 | 68.4 | |
| AlignScorePrompt Type (P)=property variation (PV), Metric Category=Embedding-based2025.05 | 65.9 | |
| BLIP2-ITMPrompt Type (P)=entity variation (EV), Metric Category=Embedding-based2025.05 | 65.7 | |
| VQAScorePrompt Type (P)=entity variation (EV), Metric Category=VQA-based2025.05 | 64.2 | |
| AlignScorePrompt Type (P)=entity variation (EV), Metric Category=Embedding-based2025.05 | 62.2 | |
| BVQAPrompt Type (P)=property variation (PV), Metric Category=VQA-based2025.05 | 60.3 | |
| CLIPScorePrompt Type (P)=entity placement (EP), Metric Category=Embedding-based2025.05 | 58.9 | |
| PickScorePrompt Type (P)=property variation (PV), Metric Category=Tuned2025.05 | 56.4 | |
| BVQAPrompt Type (P)=entity variation (EV), Metric Category=VQA-based2025.05 | 55.4 | |
| PickScorePrompt Type (P)=entity variation (EV), Metric Category=Tuned2025.05 | 52.9 | |
| CLIPScorePrompt Type (P)=property variation (PV), Metric Category=Embedding-based2025.05 | 37.2 | |
| CLIPScorePrompt Type (P)=entity variation (EV), Metric Category=Embedding-based2025.05 | 30.4 |