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FGVC-Aircraft

Benchmarks

Task NameDataset NameSOTA ResultTrend
Image ClassificationFGVC-Aircraft (test)
Accuracy95.4
322
Fine-grained Visual ClassificationFGVC-Aircraft (test)
Top-1 Acc95.5
312
Image ClassificationFGVC Aircraft
Accuracy88.01
223
Generalized Category DiscoveryFGVC-Aircraft
Accuracy (All)83.4
115
Image ClassificationFGVC-Aircraft
Top-1 Acc86.72
112
Image ClassificationFGVC Aircraft
Robust Accuracy71.9
62
Image ClassificationFGVC Aircraft
Accuracy81.4
59
Fine-Grained Visual ClassificationFGVC Aircraft
Top-1 Accuracy94.1
51
Fine-grained classificationFGVC Aircraft
Accuracy88.89
51
Fine-grained Image ClassificationFGVC-Aircraft
Accuracy (All)93.4
50
Class-Incremental LearningFGVC-aircraft
Accuracy Last74.89
41
Image ClassificationFGVC Aircraft
Base Accuracy47.08
38
Few-Shot Image ClassificationFGVC Aircraft (test)
Top-1 Accuracy62.1
31
Generalized Category DiscoveryFGVC-Aircraft (test)
Accuracy (All)59.6
31
ClassificationFGVC Aircraft
Top-1 Accuracy57
28
Base-to-novel Image ClassificationFGVC Aircraft
Base Accuracy55
25
Fine-Grained ClassificationFGVC-Aircraft (test)
Accuracy88.71
23
Image ClassificationFGVC Aircraft Air
Accuracy66.5
23
Image ClassificationFGVC-Aircraft few-shot
Accuracy36
22
Class-Incremental LearningFGVC-Aircraft B0 Inc10 (test)
Average Performance (A-bar)71.57
17
Online Continual LearningFGVC-Aircraft
AAUC40.6
17
Generalized Category DiscoveryFGVC-Aircraft New classes
Clustering Accuracy59.2
16
Generalized Category DiscoveryFGVC-Aircraft Old classes
Clustering Accuracy69
16
Generalized Category DiscoveryFGVC-Aircraft All classes
Clustering Accuracy61.8
16
Continual Category DiscoveryFGVC-Aircraft
cACC (All)71.4
16
Showing 25 of 79 rows