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ResearchFormerly WizWand

Image Captioning on Flickr-30K (AURC Metrics)

0.253AURC (CIDEr-N)ReCoVERR
0.217640.226820.2360.24518Jan 30, 2026
Updated 8mo ago

Evaluation results

MethodLinks
ReCoVERR2026.010.2530.327
SeeTRUE2026.010.2510.411
VQAScore2026.010.2410.312
PAPSP-SModel Scale=Small, Memory Augmentation=false2026.010.2370.311
PAPSPBackbone=SigLIP B/162026.010.2370.311
LYP2026.010.2360.323
MA-PAPSP-SModel Scale=Small, Memory Augmentation=true2026.010.2350.31
MA-PAPSPBackbone=SigLIP B/162026.010.2350.31
Qwen-VL-7BMethod Setup=LVLM-PAPSP, Backbone Model=Qwen-VL-7B2026.010.2330.312
PAPSP-LModel Scale=Large, Memory Augmentation=false2026.010.2290.307
PAPSPBackbone=SigLIP SO-400M2026.010.2290.307
Qwen-VL-72BMethod Setup=LVLM-PAPSP, Backbone Model=Qwen-VL-72B2026.010.2270.305
MA-PAPSP-LModel Scale=Large, Memory Augmentation=true2026.010.2190.297
MA-PAPSPMethod Setup=MA-PAPSP, Backbone Model=SigLIP SO-400M2026.010.2190.297
MA-PAPSPBackbone=SigLIP SO-400M2026.010.2190.297