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Category Discovery on FGVC-Aircraft Old classes
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69.9
Accuracy
SimGCD
12.18
27.165
42.15
57.135
Nov 28, 2023
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
SimGCD
Pre-training=DINOv2
2023.11
69.9
µGCD
Pre-training=DINOv2
2023.11
68.7
SimGCD
Pre-training=DINO
2023.11
59.1
UNO+
Pre-training=DINO
2023.11
56.4
µGCD
Pre-training=DINO
2023.11
55.4
PromptCAL
Pre-training=DINO
2023.11
52.2
GCD
Pre-training=DINOv2
2023.11
47.9
XCon
Pre-training=DINO
2023.11
44.4
GCD
Pre-training=DINO
2023.11
41.1
RankStats+
Pre-training=DINO
2023.11
36.4
ORCA
Pre-training=DINO
2023.11
31.8
k-means
Pre-training=DINOv2
2023.11
16.9
k-means
Pre-training=DINO
2023.11
14.4
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