Oxford Flowers

Benchmarks

Task Name	Dataset Name	SOTA Result
Image Classification	Oxford Flowers 102	Accuracy99.56	244
Image Classification	Oxford Flowers-102 (test)	Top-1 Accuracy99.847	221
Image Retrieval	Oxford Flowers	mAP97.85	99
Image Classification	Oxford 102 Flowers	Top-1 Accuracy99.6	94
Image Classification	Oxford-Flowers	Top-1 Accuracy99.7	89
Image Classification	Oxford Flowers (test)	Accuracy99.65	85
Knowledge Distillation	Oxford Flowers 102 (test)	Accuracy97.25	60
Fine-grained Image Classification	Oxford Flowers	Accuracy97.7	49
Image Classification	Oxford Flowers	Base Accuracy99	47
Fine-grained Image Classification	Oxford Flowers 102	Accuracy98.9	45
Image Classification	Oxford 102 Flowers (test)	Mean Per-Class Accuracy99.1	44
Fine-grained classification	Oxford Flowers 102	Accuracy99.69	41
Image Classification	Oxford Flowers 102	Accuracy99.61	32
Image Classification	Oxford Flowers	Top-1 Accuracy74.03	27
Fine-grained Image Classification	Oxford Flowers (test)	Top-1 Accuracy99.7	24
Few-shot Classification	Oxford Flowers	Accuracy99.48	23
Fine-grained Image Classification	Oxford 102 Flowers (test)	Accuracy99.5	23
Concept Erasure	Oxford Flowers (test)	Aer100	21
Image Classification	Oxford Flowers 102 (FLW)	Accuracy70.07	21
Image Classification	Oxford Flowers	Accuracy97	20
Fine-grained Clustering	Oxford Flowers	NMI94.9	19
Image Generation	Oxford Flowers	FID12.64	15
Image Classification	Oxford Flowers 102	Base Accuracy98.17	13
Base-to-novel generalization	Oxford Flowers	Base Accuracy98.29	13
Classification	Oxford Flowers 102	Adversarial Accuracy52.6	12

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