T2I Metric Evaluation on CROCsyn Forward Image-Based
95.9Scaled AccuracyBLIP2-ITM
Evaluation results
| Method | Links | |
|---|---|---|
| BLIP2-ITMPrompt Type (P)=entity placement (EP), Metric Category=Embedding-based2025.05 | 95.9 | |
| AlignScorePrompt Type (P)=entity placement (EP), Metric Category=Embedding-based2025.05 | 95.8 | |
| VQAScorePrompt Type (P)=entity placement (EP), Metric Category=VQA-based2025.05 | 94.6 | |
| PickScorePrompt Type (P)=entity placement (EP), Metric Category=Tuned2025.05 | 90.6 | |
| BVQAPrompt Type (P)=entity placement (EP), Metric Category=VQA-based2025.05 | 87.2 | |
| VQAScorePrompt Type (P)=property variation (PV), Metric Category=VQA-based2025.05 | 72 | |
| BLIP2-ITMPrompt Type (P)=property variation (PV), Metric Category=Embedding-based2025.05 | 70.6 | |
| AlignScorePrompt Type (P)=property variation (PV), Metric Category=Embedding-based2025.05 | 70 | |
| CLIPScorePrompt Type (P)=entity placement (EP), Metric Category=Embedding-based2025.05 | 66.2 | |
| BVQAPrompt Type (P)=property variation (PV), Metric Category=VQA-based2025.05 | 64.1 | |
| PickScorePrompt Type (P)=property variation (PV), Metric Category=Tuned2025.05 | 63.7 | |
| BLIP2-ITMPrompt Type (P)=entity variation (EV), Metric Category=Embedding-based2025.05 | 58.5 | |
| VQAScorePrompt Type (P)=entity variation (EV), Metric Category=VQA-based2025.05 | 58 | |
| PickScorePrompt Type (P)=entity variation (EV), Metric Category=Tuned2025.05 | 56.4 | |
| AlignScorePrompt Type (P)=entity variation (EV), Metric Category=Embedding-based2025.05 | 54.1 | |
| CLIPScorePrompt Type (P)=property variation (PV), Metric Category=Embedding-based2025.05 | 45.6 | |
| BVQAPrompt Type (P)=entity variation (EV), Metric Category=VQA-based2025.05 | 43.8 | |
| CLIPScorePrompt Type (P)=entity variation (EV), Metric Category=Embedding-based2025.05 | 40.2 |