Image Reconstruction Similarity on D2I-Bench
76.48CLIP ScorePatch Matters
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Patch MattersBackbone=LLaVA1.6, Description=LLaVA1.6+Ours2025.04 | 76.48 | 69.85 | |
| LLaVA1.6Description=LLaVA1.62025.04 | 76.33 | 68.39 | |
| ITBackbone=Mini-Gemini, Description=Mini-Gemini+IT2025.04 | 76.21 | 68.18 | |
| Patch MattersBackbone=Mini-Gemini, Description=Mini-Gemini+Ours2025.04 | 76.2 | 68.48 | |
| ITBackbone=LLaVA1.6, Description=LLaVA1.6+IT2025.04 | 76.18 | 68.19 | |
| Mini-GeminiDescription=Mini-Gemini2025.04 | 76.02 | 68.15 | |
| SynBackbone=Mini-Gemini, Description=Mini-Gemini+Syn2025.04 | 75.31 | 67.84 | |
| SynBackbone=LLaVA1.6, Description=LLaVA1.6+Syn2025.04 | 75.27 | 67.69 | |
| PoCaBackbone=Mini-Gemini, Description=Mini-Gemini+PoCa2025.04 | 75.2 | 66.86 | |
| PoCaBackbone=LLaVA1.6, Description=LLaVA1.6+PoCa2025.04 | 74.39 | 66.59 | |
| Patch MattersBackbone=LLaVA1.5, Description=LLaVA1.5+Ours2025.04 | 73.67 | 66.32 | |
| LLaVA1.5Description=LLaVA1.52025.04 | 73.09 | 63.8 | |
| ITBackbone=LLaVA1.5, Description=LLaVA1.5+IT2025.04 | 73.09 | 64.24 | |
| PoCaBackbone=LLaVA1.5, Description=LLaVA1.5+PoCa2025.04 | 72.04 | 62.61 | |
| SynBackbone=LLaVA1.5, Description=LLaVA1.5+Syn2025.04 | 71.71 | 63.63 |