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ResearchFormerly WizWand

Human Correlation for Image Captioning Evaluation on VICR

78.8Kendall's tau-cBEiTScore-L/14
31.58443.84256.168.358May 20, 2026
Updated 5mo ago

Evaluation results

MethodLinks
BEiTScore-L/14Size (M)=674.69, GFLOPs=296.732026.0578.8
BEiTScore-L/14 w/o Stage 1Size (M)=674.69, GFLOPs=296.732026.0578.3
BEiTScore-B/32Size (M)=222.28, GFLOPs=83.852026.0578.2
BEiTScore-B/32 w/o Stage 1Size (M)=222.28, GFLOPs=83.852026.0577.7
EXPERTSize (M)=13350.84, GFLOPs=9317.472026.0577.4
PAC-S++/ViT-LSize (M)=430.58, GFLOPs=56.262026.0575.2
FLEURSize (M)=13350.84, GFLOPs=9317.472026.0574.7
PAC-S/ViT-LSize (M)=427.62, GFLOPs=56.262026.0573.2
PAC-S++/ViT-BSize (M)=155.42, GFLOPs=4.882026.0572.7
CLIP-S/ViT-LSize (M)=427.62, GFLOPs=84.362026.0572.6
PAC-S/ViT-BSize (M)=151.28, GFLOPs=4.882026.0571.4
CLIP-S/ViT-BSize (M)=151.28, GFLOPs=7.282026.0570.8
LongCLIP-S/ViT-BSize (M)=149.84, GFLOPs=26.242026.0570.2
VQAScore (CLIP-FlanT5-XXL)Size (M)=11459.59, GFLOPs=3742.12026.0569.8
LongCLIP-S/ViT-LSize (M)=427.75, GFLOPs=98.92026.0569
SPECSSize (M)=151.49, GFLOPs=9.22026.0533.4