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CUB

Benchmarks

Task NameDataset NameSOTA ResultTrend
Fine-grained Image ClassificationCUB200 2011 (test)
Accuracy93.1
543
Image ClassificationCUB 200 2011
Accuracy97.1
356
Generalized Zero-Shot LearningCUB
H Score344
307
Fine-grained Image ClassificationCUB-200 2011
Accuracy92.6
300
Image ClassificationCUB-200-2011 (test)
Top-1 Acc91.9
286
Image ClassificationCUB
Accuracy94.4
282
Image RetrievalCUB-200 2011 (test)
Recall@187.2
251
Zero-Shot LearningCUB
Top-1 Accuracy90.1
183
Image RetrievalCUB 200 2011
Recall@187.8
146
Few-shot classificationCUB (test)
Accuracy97.4
145
Generalized Category DiscoveryCUB
Accuracy (All)90.7
133
Image ClassificationCUB-200
Accuracy91.1
106
Few-shot classificationCUB
Accuracy93.18
96
5-way few-shot classificationCUB
5-shot Acc94.02
95
ClassificationCUB
Accuracy91.9
93
Image ClassificationCUB
Unseen Top-1 Acc81.6
89
Image RetrievalCUB
Recall@190.1
87
Few-Shot Class-Incremental LearningCUB-200
Session 1 Accuracy88.92
85
Weakly-Supervised Object LocalizationCUB (test)
Top-1 Loc Acc80.1
80
ClassificationCUB (test)
Accuracy94.11
79
Category DiscoveryCUB-200 2011
Overall Score58.9
71
Fine-grained visual classificationCUB-200-2011 (test)
Top-1 Acc0.918
70
Weakly Supervised Object LocalizationCUB
MaxBoxAccV286.6
69
Few-shot classificationCUB-200 2011 (test)
5-way 1-shot Acc84.36
68
Object LocalizationCUB-200 2011 (test)
Top-1 Loc. Accuracy89.3
68
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