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Benchmarks
Image Classification on Dollar Street (test)
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27.25
Accuracy
GIVL
0.1684
7.1992
14.23
21.2608
Jan 5, 2023
Accuracy
Accuracy (Western)
Accuracy (non-Western)
Updated 3d ago
Evaluation Results
Method
Method
Links
Accuracy
Accuracy (Western)
Accuracy (non-Western)
GIVL
#Param=112M, Zero-shot...
2023.01
27.25
31.65
26.15
GIVL w/o L_IKM
#Param=112M, Zero-shot...
2023.01
21.37
25.31
20.37
GIVL-B
#Param=112M, Zero-shot...
2023.01
20.35
23.93
19.45
GIVL w/ CLIP
#Param=199M, Zero-shot...
2023.01
18.04
22.89
16.82
GIVL w/o L_IEC
#Param=112M, Zero-shot...
2023.01
12.96
12.71
13.02
VinVL
#Param=112M, Zero-shot...
2023.01
1.29
1.25
1.3
VinVL*
#Param=112M, Zero-shot...
2023.01
1.21
1.77
1.01
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