Flowers

Benchmarks

Task Name	Dataset Name	SOTA Result
Image Classification	Flowers102	Accuracy99.43	558
Image Classification	Flowers-102	Top-1 Acc99.7	198
Image Classification	Flowers (test)	Accuracy98.7	183
Image Classification	Flowers-102 (test)	Top-1 Accuracy98.8	152
Image Classification	Flowers	Accuracy99.75	135
Image Classification	Flowers102 (test)	Accuracy99.6619	123
Image Classification	Flowers	Top-1 Acc99.3	110
Image Classification	Flowers102	Accuracy99.6	88
Image Classification	Flowers	Accuracy99.2	86
Image Classification	Flowers102	Clean Accuracy84.2	58
Base-to-novel generalization	Flowers102	Base Accuracy99.42	55
Image Classification	Flowers-102 (val)	Top-1 Acc99.76	48
Error Detection	Flowers102	AuROC99.38	46
Semi-supervised image classification	Flowers 10% (train)	Accuracy98.18	40
MSI Completion	Flowers 256x256x31 (test)	PSNR45.64	35
Tensor Completion	Flowers 256 x 256 x 31	PSNR50.13	35
Influential Training Sample Identification	Flowers	Top-5 Identification Rate96.41	34
Partial-label image classification	Flowers (test)	Testing Accuracy89	34
Image Classification	Flowers few-shot	Score (%)95.6	32
Image-to-image retrieval	Flowers	mAP99.4	30
Image Classification	Flowers	Accuracy93.5	30
MSI Completion	Flowers MSI database	PSNR49.717	28
Fine-grained Image Classification	Flowers102 (novel classes)	ECE3.51	28
Fine-grained Image Classification	Flowers102 base-to-new	Base Accuracy98.4	28
Image Classification	Flowers	Mean Per-Class Accuracy96.5	27

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