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Benchmarks
Generalized Category Discovery on CIFAR10 15 (test)
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97.1
Acc (All)
SimGCD
44.788
58.369
71.95
85.531
Jan 9, 2025
Acc (All)
Acc (Old)
Acc (New)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Acc (All)
Acc (Old)
Acc (New)
SimGCD
variant=original
2025.01
97.1
95.1
98.1
LegoGCD
2025.01
97.1
94.3
98.5
SimGCD
variant=reproduced
2025.01
96.9
93.8
98.5
GCD
2025.01
91.5
97.9
88.2
k-means
2025.01
83.6
85.7
82.5
ORCA
2025.01
81.8
86.2
79.6
UNO+
2025.01
68.6
98.3
53.8
RS+
2025.01
46.8
19.2
60.5
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