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Category Discovery on FGVC-Aircraft All classes
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66.3
Accuracy
µGCD
13.988
27.569
41.15
54.731
Nov 28, 2023
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
µGCD
Pre-training=DINOv2
2023.11
66.3
SimGCD
Pre-training=DINOv2
2023.11
63.9
GCD
Pre-training=DINOv2
2023.11
55.4
SimGCD
Pre-training=DINO
2023.11
54.2
µGCD
Pre-training=DINO
2023.11
53.8
PromptCAL
Pre-training=DINO
2023.11
52.2
XCon
Pre-training=DINO
2023.11
47.7
GCD
Pre-training=DINO
2023.11
45
UNO+
Pre-training=DINO
2023.11
40.3
RankStats+
Pre-training=DINO
2023.11
26.9
ORCA
Pre-training=DINO
2023.11
22
k-means
Pre-training=DINOv2
2023.11
18.9
k-means
Pre-training=DINO
2023.11
16
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