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Benchmarks
Image Classification on ImageNet-1K 1.0 (val) (Metrics 10-S and ZS)
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80.5
Zero-Shot Accuracy
SigLIP
67.812
71.106
74.4
77.694
Jun 25, 2024
Zero-Shot Accuracy
10-Shot Score
Updated 3mo ago
Evaluation Results
Method
Method
Links
Zero-Shot Accuracy
10-Shot Score
SigLIP
Variant=L, # Train=40B...
2024.06
80.5
77.1
JEST++
Variant=L, # Train=4B,...
2024.06
80.5
75.5
EVA-CLIP
Variant=L, # Train=4B,...
2024.06
79.8
-
JEST++
Variant=B, # Train=4B,...
2024.06
76.9
70.3
SigLIP
Variant=B, # Train=40B...
2024.06
76.7
70.3
SILC-S
Variant=B, # Train=20B...
2024.06
76.6
68.9
Flexi-JEST++
Variant=B, # Train=4B,...
2024.06
75.8
68.2
CLIP
Variant=L, # Train=13B...
2024.06
75.5
-
EVA-CLIP
Variant=B, # Train=8B,...
2024.06
74.7
-
OpenCLIP
Variant=L, # Train=32B...
2024.06
74
-
LessIsMore
Variant=B, # Train=11B...
2024.06
70.8
-
OpenCLIP
Variant=B, # Train=34B...
2024.06
70.2
-
CLIP
Variant=B, # Train=13B...
2024.06
68.3
-
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