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ResearchFormerly WizWand

Correlation with human judgments on Flickr8k Expert (tau_b)

63.4Tau-b CorrelationVC-Inspector-7B
29.28838.1444755.856Sep 20, 2025
Updated 6mo ago

Evaluation results

MethodLinks
VC-Inspector-7BReference Setting=Reference-free2025.0963.4
VC-Inspector-3BReference Setting=Reference-free2025.0959.9
HICE-SReference Setting=Reference-based2025.0957.2
PolosReference Setting=Reference-based2025.0956.4
HICE-SReference Setting=Reference-free2025.0955.9
PAC-SReference Setting=Reference-based2025.0955.5
PAC-S++Reference Setting=Reference-based, Backbone=ViT-B2025.0955.3
PAC-S++Reference Setting=Reference-free, Backbone=ViT-B2025.0954.1
PAC-SReference Setting=Reference-free2025.0953.9
FLEURReference Setting=Reference-free2025.0952.7
CLIPScoreReference Setting=Reference-based2025.0952.6
SPICEReference Setting=Reference-based2025.0951.7
FLEURReference Setting=Reference-based2025.0951.6
CLIPScoreReference Setting=Reference-free2025.0951.1
CIDErReference Setting=Reference-based2025.0943.6
METEORReference Setting=Reference-based2025.0941.5
BLEU_1Reference Setting=Reference-based2025.0932.2
ROUGEReference Setting=Reference-based2025.0932.1
BLEU_4Reference Setting=Reference-based2025.0930.6