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Category Discovery on FGVC-Aircraft New classes
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65.1
Accuracy
µGCD
14.868
27.909
40.95
53.991
Nov 28, 2023
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
µGCD
Pre-training=DINOv2
2023.11
65.1
SimGCD
Pre-training=DINOv2
2023.11
60.9
GCD
Pre-training=DINOv2
2023.11
59.2
µGCD
Pre-training=DINO
2023.11
53
PromptCAL
Pre-training=DINO
2023.11
52.3
SimGCD
Pre-training=DINO
2023.11
51.8
XCon
Pre-training=DINO
2023.11
49.4
GCD
Pre-training=DINO
2023.11
46.9
UNO+
Pre-training=DINO
2023.11
32.2
RankStats+
Pre-training=DINO
2023.11
22.2
k-means
Pre-training=DINOv2
2023.11
19.9
ORCA
Pre-training=DINO
2023.11
17.1
k-means
Pre-training=DINO
2023.11
16.8
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