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Benchmarks
Object Classification on MS-COCO Objects 2017 (val)
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31.92
Top-1 Accuracy
CLIP
22.9864
25.3057
27.625
29.9443
Nov 25, 2025
Top-1 Accuracy
Top-5 Accuracy
Top-10 Accuracy
Updated 22d ago
Evaluation Results
Method
Method
Links
Top-1 Accuracy
Top-5 Accuracy
Top-10 Accuracy
CLIP
Backbone=ViT-B/32, Eva...
2025.11
31.92
56.96
70.25
ScenarioCLIP
Knowledge Distillation...
2025.11
31.31
48.74
58.74
ScenarioCLIP w/o KD
Knowledge Distillation...
2025.11
29.89
46.85
56.83
PyramidCLIP
Evaluation=Zero-shot
2025.11
23.33
45.24
56.69
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