Flowers

Benchmarks

Task Name	Dataset Name	SOTA Result
Image Classification	Flowers102	Accuracy99.3	478
Image Classification	Flowers-102	Top-1 Acc99.7	141
Image Classification	Flowers	Accuracy99.75	127
Image Classification	Flowers-102 (test)	Top-1 Accuracy98.8	124
Image Classification	Flowers (test)	Accuracy98.7	87
Image Classification	Flowers	Accuracy99.2	83
Image Classification	Flowers	Top-1 Acc99.3	80
Image Classification	Flowers102 (test)	Accuracy99.6619	68
Image Classification	Flowers102	Clean Accuracy84.2	49
Image Classification	Flowers-102 (val)	Top-1 Acc99.76	31
Image Classification	Flowers	Accuracy93.5	30
Base-to-novel generalization	Flowers102	Base Accuracy99.42	29
Fine-grained Image Classification	Flowers102 (novel classes)	ECE3.51	28
Error Detection	Flowers102	AuROC99.38	27
Image Classification	Flowers	Mean Per-Class Accuracy96.5	27
Fine-grained Image Classification	Flowers102 base-to-new	Base Accuracy98.4	26
Image Classification	Flowers	Top-1 Error3.44	26
Clustering (Color)	Flowers	NMI72.83	24
Classification	Flowers	AURC22.5	23
Fine-Grained Visual Categorization	Flowers-102	Accuracy89.9	22
Image Classification	Flowers VTAB	Accuracy96	22
Fine-grained Image Classification	Flowers102 (base classes)	Accuracy97.72	19
Model Selection	Flowers	Weighted Kendall's Tau0.786	17
Clustering (Species)	Flowers	NMI0.6724	16
Retrieval	Flowers	AP@5059.6	16

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