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Benchmarks
Generalized Category Discovery on ImageNet-100 1.0 (test)
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0.863
Accuracy (All)
LegoGCD
0.35132
0.48416
0.617
0.74984
Jan 9, 2025
Accuracy (All)
Accuracy (Old)
Accuracy (New)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy (All)
Accuracy (Old)
Accuracy (New)
LegoGCD
2025.01
0.863
0.945
0.821
SimGCD*
repro=True
2025.01
0.833
0.924
0.786
SimGCD
2025.01
0.83
0.931
0.779
GCD
2025.01
0.741
0.898
0.663
ORCA
2025.01
0.735
0.926
0.639
k-means
2025.01
0.727
0.755
0.713
UNO+
2025.01
0.703
0.95
0.579
RS+
2025.01
0.371
0.616
0.248
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