Our new X account is live! Follow @wizwand_team for updates
Home
/
Benchmarks
Generalized Category Discovery on Stanford Action, Location, Mood (Overall)
Loading...
86.9
Action Accuracy
OAK
59.132
66.341
73.55
80.759
Dec 18, 2025
Action Accuracy
Location Accuracy
Mood Accuracy
Omni Accuracy
Updated 2d ago
Evaluation Results
Method
Method
Links
Action Accuracy
Location Accuracy
Mood Accuracy
Omni Accuracy
OAK
Backbone=ViT-B/16
2025.12
86.9
85.9
78.4
70.3
CLIP-ZS + GT vocab
Backbone=ViT-B/16
2025.12
86.7
59.7
72.1
38.3
GCD
Backbone=ViT-B/16
2025.12
78.3
77.8
52.1
52.3
CLIP-ZS + LLM vocab
Backbone=ViT-B/16
2025.12
65.2
47.5
55
43
SS-KMeans
Backbone=ViT-B/16
2025.12
60.2
62.9
61.3
47.7
Feedback
Search any
task
Search any
task