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Benchmarks
Generalized Category Discovery on Stanford Action, Location, Mood (Known)
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96.2
Action Accuracy
CLIP-ZS
65.832
73.716
81.6
89.484
Dec 18, 2025
Action Accuracy
Location Accuracy
Mood Accuracy
Omni Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Action Accuracy
Location Accuracy
Mood Accuracy
Omni Accuracy
CLIP-ZS
Backbone=ViT-B/16
2025.12
96.2
60.4
87.4
75
CLIP-ZS + GT vocab
Backbone=ViT-B/16
2025.12
93.6
59.6
78.8
75
CLIP-ZS + LLM vocab
Backbone=ViT-B/16
2025.12
93.5
58.3
75.9
75
GCD
Backbone=ViT-B/16
2025.12
89.4
75.4
64.3
75
OAK
Backbone=ViT-B/16
2025.12
88.9
83.9
68.8
0
SS-KMeans
Backbone=ViT-B/16
2025.12
67
56.3
43.2
0
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