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Benchmarks
Generalized Category Discovery on CUB 200 2011
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2,910
Class Count
SMILE
42.72
787.11
1,531.5
2,275.89
Mar 9, 2026
Class Count
Overall Performance Score
Accuracy (Known)
Accuracy (Novel)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Class Count
Overall Performance Score
Accuracy (Known)
Accuracy (Novel)
SMILE
Bit-width=64bit
2026.03
2,910
22.6
45.3
11.2
SMILE
Bit-width=32bit
2026.03
2,146
27.3
52
15
SMILE
Bit-width=16bit
2026.03
924
31.9
52.7
21.5
PHE
Bit-width=64bit
2026.03
493
38.1
60.1
27.2
PHE
Bit-width=32bit
2026.03
474
38.5
59.9
27.8
PHE
Bit-width=16bit
2026.03
318
37.6
57.4
27.6
TALON
2026.03
153
45.5
60.7
37.8
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