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Benchmarks
Color Association Prediction on Color Association Prediction Dataset
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94.1
Accuracy (CTR)
OpenCLIP
16.62
36.735
56.85
76.965
Mar 21, 2023
Accuracy (CTR)
Accuracy (NCR)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy (CTR)
Accuracy (NCR)
OpenCLIP
Probing Method=SP
2023.03
94.1
80
FLAVA
Probing Method=SP
2023.03
88.2
80
CLIP
Probing Method=SP
2023.03
84.3
80
BERT-large
Probing Method=MLM
2023.03
49
46.7
RoBERTa-large
Probing Method=MLM
2023.03
47.1
40
RoBERTa-base
Probing Method=MLM
2023.03
43.1
33.3
DistilRoBERTa
Probing Method=MLM
2023.03
41.1
33.3
BERT-base
Probing Method=MLM
2023.03
35.3
40
DistilBERT
Probing Method=MLM
2023.03
33.3
40
ERNIE-large
Probing Method=SP
2023.03
21.6
26.7
SBERT
Probing Method=SP
2023.03
19.8
6.7
ERNIE
Probing Method=SP
2023.03
19.6
33.3
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