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Visual Reasoning on NLVR2 (test-dev)
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79.87
Accuracy
GIVL (900K)
74.3892
75.8121
77.235
78.6579
Jan 5, 2023
Accuracy
Updated 3mo ago
Evaluation Results
Method
Method
Links
Accuracy
GIVL (900K)
#Param=112M, Data=3.17M
2023.01
79.87
GIVL
#Param=112M, Data=3.17M
2023.01
79.03
VinVL*
#Param=112M, Data=3.17M
2023.01
78.54
VILLA
Data=4M
2023.01
78.39
Oscar
Data=4.1M
2023.01
78.07
ViLBERT
#Param=274M, Data=3.3M
2023.01
77.4
ViCHA
2023.01
77.27
UNITER
#Param=300M, Data=4M
2023.01
77.18
PixelBERT
#Param=114M
2023.01
76.73
SOHO
2023.01
76.37
ViLT
#Param=87M, Data=4M
2023.01
75.7
VLMixer
Data=4M
2023.01
75.28
LXMERT
#Param=240M
2023.01
74.9
VL-T5
#Param=224M
2023.01
74.6
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