Caltech

Benchmarks

Task Name	Dataset Name	SOTA Result
Image Classification	Caltech101	Accuracy96.92	228
Image Classification	Caltech-101	Accuracy98.9	208
Image Classification	Caltech (test)	Accuracy94.5	165
Image Classification	Caltech101 (test)	Accuracy99.12	159
Image Classification	Caltech-101	Top-1 Accuracy98.6	152
Image Classification	Caltech101	Base Accuracy99.1	148
Image Classification	Caltech101	Base Accuracy98.37	129
Image Classification	Caltech	Accuracy97.2	101
Image Classification	Caltech-256 (test)	Top-1 Acc87	74
Image Classification	Caltech256	Accuracy (Clean)88.84	69
Base-to-New Generalization	Caltech101	Base Score99	58
Object Recognition	N-Caltech101	Accuracy94.56	51
Object Classification	N-Caltech101 (test)	Accuracy90.2	51
Image Classification	Caltech-256	Accuracy97.33	47
Clustering	Caltech 7-5V	ACC90.4	40
Fine-grained classification	Caltech101	Accuracy95.9	39
Pedestrian Detection	Caltech (test)	MR9.6	36
Partial-label image classification	Caltech (test)	Testing Accuracy87	34
Image Classification	Caltech-256	Robust Accuracy60.83	34
Classification	Caltech101	Accuracy97.6	34
Classification	Caltech101 (test)	Accuracy93.79	33
Object Recognition	Caltech101	Accuracy39.2	31
Semantic Correspondence	Caltech-101	LT-ACC88	31
Image-to-image retrieval	Caltech	mAP93	30
Image Classification	Caltech-101	Robust Accuracy72.16	29

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