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Benchmarks
Generalized Category Discovery on Flowers102
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93.5
Accuracy (All)
SSR2-GCD
70.412
76.406
82.4
88.394
Feb 23, 2026
Accuracy (All)
Accuracy (Old)
Accuracy (New)
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy (All)
Accuracy (Old)
Accuracy (New)
SSR2-GCD
Backbone=CLIP
2026.02
93.5
93.3
93.9
SSR2-GCD
2026.02
93.5
93.3
93.9
TextGCD
Backbone=CLIP
2026.02
87.2
90.7
85.4
TextGCD
2026.02
87.2
90.7
85.4
GET
Backbone=CLIP
2026.02
85.5
90.8
81.3
GET
2026.02
85.5
90.8
81.3
CLIP-GCD
Backbone=CLIP
2026.02
76.3
88.6
70.2
SimGCD
Backbone=CLIP, reprodu...
2026.02
75.3
87.8
69
GCD
Backbone=DINOv1
2026.02
74.4
74.9
74.1
SimGCD
Backbone=DINOv1
2026.02
71.3
80.9
66.5
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