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ResearchFormerly WizWand

Image Caption Evaluation on FOIL 1-ref

90.94AccuracyRefCLIPScore
52.085662.172872.2682.3472May 27, 2023
Updated 8mo ago

Evaluation results

MethodLinks
RefCLIPScore2023.0590.94
RefCLIPScore + SoftSPICE(img)Parser=FACTUAL-T5, Combination=Harmonic Mean2023.0590.69
BERTScore + SoftSPICE(img)Parser=FACTUAL-T5, Combination=Harmonic Mean2023.0590.5
SoftSPICE(img)Parser=FACTUAL-T5, Include Image Information=true2023.0588.12
CLIPScore2023.0586.85
BERTScore2023.0586.7
FACTUAL-T5(pre)Metric=SoftSPICE2023.0585.66
SoftSPICEParser=FACTUAL-T52023.0585.66
SPICE-ParserMetric=SoftSPICE2023.0578.53
FACTUAL-T5(pre)Metric=SPICE2023.0576.69
SPICE-ParserMetric=SPICE2023.0576.31
VG-T5Metric=SoftSPICE2023.0570.8
VG-T5Metric=SPICE2023.0568.43
CDP-T5Metric=SPICE2023.0565.66
CDP-T5Metric=SoftSPICE2023.0553.58