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FGVC-Aircraft

Benchmarks

Task NameDataset NameSOTA ResultTrend
Fine-grained Visual ClassificationFGVC-Aircraft (test)
Top-1 Acc95.5
287
Image ClassificationFGVC-Aircraft (test)
Accuracy95.4
231
Image ClassificationFGVC Aircraft
Top-1 Accuracy94.8
185
Generalized Category DiscoveryFGVC-Aircraft
Accuracy (All)83.4
82
Image ClassificationFGVC-Aircraft
Top-1 Acc86.72
70
Fine-Grained Visual ClassificationFGVC Aircraft
Top-1 Accuracy94.1
41
Fine-grained Image ClassificationFGVC-Aircraft
Accuracy (All)93.4
39
Image ClassificationFGVC Aircraft
Accuracy65.1
32
Few-Shot Image ClassificationFGVC Aircraft (test)
Top-1 Accuracy62.1
31
Fine-grained classificationFGVC Aircraft
Accuracy88.89
25
Image ClassificationFGVC Aircraft Air
Accuracy66.5
23
Image ClassificationFGVC Aircraft
Clean Accuracy20.16
22
Class-Incremental LearningFGVC-aircraft
Accuracy Last54
15
Generalized Category DiscoveryFGVC-Aircraft (test)
Accuracy (All)59.4
14
Base-to-novel Image ClassificationFGVC Aircraft
Base Accuracy55
13
Category DiscoveryFGVC-Aircraft New classes
Accuracy65.1
13
Category DiscoveryFGVC-Aircraft Old classes
Accuracy69.9
13
Category DiscoveryFGVC-Aircraft All classes
Accuracy66.3
13
Fine-grained classificationFGVC Aircraft (base)
MCE0.62
12
Fine-grained Visual ClassificationFGVC-Aircraft 33 (test)
Top-1 Accuracy85.76
10
ClassificationFGVC Aircraft
Accuracy (Base)42.96
9
ClassificationFGVC-Aircraft
Robust Accuracy3.93
8
Image ClassificationFGVC Aircraft 4-shot
Accuracy30.4
8
Continuous Novel Category DiscoveryFGVC-Aircraft
Mf Score53.23
8
Image ClassificationFGVC Aircraft 50% labels
Accuracy86.89
8
Showing 25 of 50 rows