Image-Text Matching on VL-Checklist
0.258AURCPAPSP-S
Evaluation Results
| Method | Links | |
|---|---|---|
| PAPSP-SModel Scale=Small, Memory Augmentation=false2026.01 | 0.258 | |
| PAPSPsize=S2026.01 | 0.258 | |
| PAPSPBackbone=SigLIP B/162026.01 | 0.258 | |
| ReCoVERR2026.01 | 0.247 | |
| GenEval2026.01 | 0.234 | |
| SeeTRUE2026.01 | 0.234 | |
| SeeTRUE2026.01 | 0.234 | |
| LYP2026.01 | 0.232 | |
| Aesthetics2026.01 | 0.227 | |
| VQAScore2026.01 | 0.226 | |
| VQAScore2026.01 | 0.226 | |
| MA-PAPSP-SModel Scale=Small, Memory Augmentation=true2026.01 | 0.21 | |
| MA-PAPSPsize=S2026.01 | 0.21 | |
| MA-PAPSPBackbone=SigLIP B/162026.01 | 0.21 | |
| Qwen-VL-7BMethod Setup=LVLM-PAPSP, Backbone Model=Qwen-VL-7B2026.01 | 0.205 | |
| PAPSP-LModel Scale=Large, Memory Augmentation=false2026.01 | 0.204 | |
| PAPSPsize=L2026.01 | 0.204 | |
| PAPSPBackbone=SigLIP SO-400M2026.01 | 0.204 | |
| Qwen-VL-72BMethod Setup=LVLM-PAPSP, Backbone Model=Qwen-VL-72B2026.01 | 0.199 | |
| MA-PAPSP-LModel Scale=Large, Memory Augmentation=true2026.01 | 0.192 | |
| MA-PAPSPMethod Setup=MA-PAPSP, Backbone Model=SigLIP SO-400M2026.01 | 0.192 | |
| MA-PAPSPsize=L2026.01 | 0.192 | |
| MA-PAPSPBackbone=SigLIP SO-400M2026.01 | 0.192 |