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Benchmarks
Generalized Category Discovery on Oxford-IIIT Pet
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93.2
Accuracy (All)
MOS
76.456
80.803
85.15
89.497
Mar 15, 2025
Accuracy (All)
Accuracy (Base)
Accuracy (Novel)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy (All)
Accuracy (Base)
Accuracy (Novel)
MOS
Venue/Year=current paper
2025.03
93.2
89.5
95.1
InfoSieve
Venue/Year=NIPS/2023
2025.03
91.8
92.6
91.3
SimGCD
Venue/Year=ICCV/2023
2025.03
88.8
84.9
90.9
DCCL
Venue/Year=CVPR/2022
2025.03
88.1
88.2
88
XCon
Venue/Year=BMVC/2022
2025.03
86.7
91.5
84.1
GCD
Venue/Year=CVPR/2022
2025.03
80.2
85.1
77.6
k-means++
Venue/Year=SODA/2007
2025.03
77.1
70.1
80.7
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