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CUB

Benchmarks

Task NameDataset NameSOTA ResultTrend
Fine-grained Image ClassificationCUB200 2011 (test)
Accuracy93.1
567
Image ClassificationCUB 200 2011
Accuracy97.1
374
Image ClassificationCUB
Accuracy94.4
331
Fine-grained Image ClassificationCUB-200 2011
Accuracy92.6
314
Generalized Zero-Shot LearningCUB
H Score344
307
Image ClassificationCUB-200-2011 (test)
Top-1 Acc91.9
303
Image RetrievalCUB-200 2011 (test)
Recall@187.2
251
Generalized Category DiscoveryCUB
Accuracy (All)90.7
186
Zero-Shot LearningCUB
Top-1 Accuracy90.1
183
Image RetrievalCUB 200 2011
Recall@189.1
163
Few-shot classificationCUB (test)
Accuracy97.4
145
Image ClassificationCUB-200
Accuracy91.1
117
Image ClassificationCUB
Harmonic Mean Top-1 Acc81.6
106
Out-of-Distribution DetectionCUB
AUC98.5
102
Few-shot classificationCUB
Accuracy93.18
96
5-way few-shot classificationCUB
5-shot Acc94.02
95
ClassificationCUB
Accuracy91.9
93
Category DiscoveryCUB-200 2011
Overall Score76.02
87
Image RetrievalCUB
Recall@190.1
87
Few-Shot Class-Incremental LearningCUB-200
Session 1 Accuracy88.92
85
Generalized Category DiscoveryCUB-200 (test)
Overall Accuracy79.3
81
Weakly-Supervised Object LocalizationCUB (test)
Top-1 Loc Acc80.1
80
ClassificationCUB (test)
Accuracy94.11
79
Fine-grained visual classificationCUB-200-2011 (test)
Top-1 Acc0.918
70
Weakly Supervised Object LocalizationCUB
MaxBoxAccV286.6
69
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