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Benchmarks
Generalized Category Discovery on Stanford Action, Location, Mood (Novel)
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85.1
Action Acc
OAK
36.74
49.295
61.85
74.405
Dec 18, 2025
Action Acc
Location Acc
Mood Acc
Omni Acc
Updated 2d ago
Evaluation Results
Method
Method
Links
Action Acc
Location Acc
Mood Acc
Omni Acc
OAK
Backbone=ViT-B/16
2025.12
85.1
88.4
87.4
47.1
CLIP-ZS + GT vocab
Backbone=ViT-B/16
2025.12
80.3
59.7
65.8
29.4
GCD
Backbone=ViT-B/16
2025.12
67.8
80.8
40.6
0
SS-KMeans
Backbone=ViT-B/16
2025.12
53.9
71.1
78.2
35.3
CLIP-ZS + LLM vocab
Backbone=ViT-B/16
2025.12
38.6
34.2
35.4
0
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