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Benchmarks
Multi-task Image-Text Understanding on VQAv2, GQA, NLVR2, and COCO Caption
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66.9
VQAv2 Accuracy
FT
65.132
65.591
66.05
66.509
Feb 14, 2024
VQAv2 Accuracy
GQA Accuracy
NLVR2 Accuracy
COCO Caption Score
Average Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
VQAv2 Accuracy
GQA Accuracy
NLVR2 Accuracy
COCO Caption Score
Average Score
FT
#Params (%)=100, Backb...
2024.02
66.9
56.7
73.7
112
77.3
DoRA
#Params (%)=5.96, Back...
2024.02
65.8
54.7
73.1
115.9
77.4
LoRA
#Params (%)=5.93, Back...
2024.02
65.2
53.6
71.9
115.3
76.5
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