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ResearchFormerly WizWand

Text-to-image synthesis evaluation (Human Correlation - Overall) on DrawBench

0.223Kendall's TauLLMScore
-0.0060080.0534460.11290.172354May 18, 2023
Updated 8mo ago

Evaluation results

MethodLinks
LLMScore2023.050.2230.3023
LLMScoreHuman ranking criteria=Overall2023.050.2230.3023
LLMScoreHuman ranking criteria=Error Counting2023.050.21340.2865
BLIP-ITC2023.050.15690.2171
BLIP-ITCHuman ranking criteria=Overall2023.050.15690.2171
CLIP2023.050.1530.2143
CLIPHuman ranking criteria=Overall2023.050.1530.2143
BLIP-ITCHuman ranking criteria=Error Counting2023.050.15060.2029
NegCLIP2023.050.14630.1999
NegCLIPHuman ranking criteria=Overall2023.050.14630.1999
CLIPHuman ranking criteria=Error Counting2023.050.1360.191
NegCLIPHuman ranking criteria=Error Counting2023.050.11790.1596
DescCLIPtype=LLMScore variant2023.050.11360.1557
BLIP-ITM2023.050.10440.1455
BLIP-ITMHuman ranking criteria=Overall2023.050.10440.1455
CapMETEORtype=LLMScore variant2023.050.09510.1312
BLIP-ITMHuman ranking criteria=Error Counting2023.050.08710.1189
CapCLIPtype=LLMScore variant2023.050.00560.0072
DescMETEORtype=LLMScore variant2023.050.00280.0048