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Benchmarks
Generalized Category Discovery on CUB-200 full-shot
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69.4
Accuracy (Old Categories)
CLIP-ZS
45.272
51.536
57.8
64.064
Dec 18, 2025
Accuracy (Old Categories)
Accuracy (New Categories)
Accuracy (All Categories)
Updated 3d ago
Evaluation Results
Method
Method
Links
Accuracy (Old Categories)
Accuracy (New Categories)
Accuracy (All Categories)
CLIP-ZS
Backbone=CLIP ViT-B/16
2025.12
69.4
-
-
GCD
Backbone=CLIP ViT-B/16
2025.12
60.4
60.8
60.7
OAK
Backbone=CLIP ViT-B/16
2025.12
59.6
62.4
61.5
CLIP-ZS + GT vocab
Backbone=CLIP ViT-B/16
2025.12
55.6
56.1
55.9
CLIP-ZS + LLM vocab
Backbone=CLIP ViT-B/16
2025.12
46.4
44
44.8
SS-KMeans
Backbone=CLIP ViT-B/16
2025.12
46.2
46.6
46.5
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