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Benchmarks
Text-to-Image Synthesis Human Correlation on COCO 2014 (test)
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0.3629
Kendall's tau
LLMScore
0.012836
0.103718
0.1946
0.285482
May 18, 2023
Kendall's tau
Spearman's rho
Updated 3d ago
Evaluation Results
Method
Method
Links
Kendall's tau
Spearman's rho
LLMScore
2023.05
0.3629
0.4612
BLIP-ITC
2023.05
0.3465
0.4535
BLIP-ITM
2023.05
0.3252
0.4255
NegCLIP
2023.05
0.2164
0.2905
CLIP
2023.05
0.1971
0.2655
DescCLIP
type=LLMScore variant
2023.05
0.1377
0.1799
DescMETEOR
type=LLMScore variant
2023.05
0.1175
0.1549
CapMETEOR
type=LLMScore variant
2023.05
0.071
0.096
CapCLIP
type=LLMScore variant
2023.05
0.0263
0.0335
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