Aircraft

Benchmarks

Task Name	Dataset Name	SOTA Result
Image Classification	Aircraft	Accuracy94.8	333
Fine-grained Classification	Aircraft	Top-1 Acc94.9	62
Image Classification	Aircraft	Top-1 Acc57.4	57
Image Classification	Aircraft	Mean Per-Class Accuracy91.5	50
Fine-grained Image Classification	Aircraft (test)	Best Accuracy84.17	40
Generalized Category Discovery	Aircraft (test)	Accuracy (All)71.1	38
Few-shot classification	Aircraft	Accuracy84.77	36
Image-to-image retrieval	Aircraft	mAP46.3	30
Few-shot Image Classification	Aircraft (test)	Mean Accuracy91.2	28
Image Classification	Aircraft (test)	Accuracy88.9	28
Image Classification	Aircraft	Base Accuracy48.37	19
PTM Selection	Aircraft	Kendall's tau_w0.54	19
Fine-grained classification	Aircraft	Clean Accuracy25	18
Fine-grained classification	Aircraft 1.0 (test)	Top-1 Accuracy93	18
Fine-grained classification	Aircraft (test)	Accuracy95.4	18
Fine-grained classification	Aircraft	Accuracy32.7	16
Image Classification	Aircraft (full)	Accuracy88.8	16
Transferability Estimation	Aircraft	Weighted Kendall's Tau0.615	13
Image Classification	Aircraft	Error Rate44.196	12
Fine-grained Image Classification	Aircraft New classes	Accuracy37.63	12
Fine-grained Image Classification	Aircraft Base classes	Accuracy49.57	12
Visual Explanation Evaluation	Aircraft	Deletion Score0.037	12
Image Retrieval	Aircraft (test)	Recall@183.3	11
Near Anomaly Detection	Aircraft	AUROC94.6	10
Object Recognition	Aircraft	MiniGPT-4 Score33.99	10

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