Oxford-IIIT Pets

Benchmarks

Task Name	Dataset Name	SOTA Result
Image Classification	Oxford-IIIT Pets	Accuracy97.9	378
Image Classification	Oxford-IIIT Pets (test)	Mean Accuracy97.56	177
Fine-grained Image Classification	Oxford-IIIT Pets	Accuracy97.3	43
Fine grained classification	Oxford-IIIT Pets	Top-1 Accuracy99.6	37
Image Classification	Oxford-IIIT Pets	Accuracy94.1	33
Image Classification	Oxford-IIIT Pets	Base Accuracy96.2	13
Image Classification	Oxford-IIIT Pets (val)	Top-1 Acc96.1	13
Classification	Oxford-IIIT Pets	Adversarial Accuracy70.5	12
Fine-grained classification	Oxford-IIIT Pets base classes	Mean Class Error (MCE)31	12
Fine-grained Visual Categorization	Oxford-IIIT Pets (test)	Accuracy97.3	10
Image Classification	Oxford-IIIT Pets (test)	Top-1 Accuracy81.03	8
Image Classification	Oxford-IIIT Pets all-to-all	Accuracy92	7
Image Classification	Oxford IIIT Pets	Top-1 Error Rate2.9	5
Image Classification	Oxford-IIIT Pets	ECE3.28	3
Image Classification	Oxford-IIIT-Pets	F1 Score91.7	3
Image Classification	Oxford-IIIT Pets 8-shot	Accuracy95.2	3
Classification	Oxford-IIIT Pets	Balanced Accuracy56.9	3
Image Recognition	Oxford-IIIT Pets	Top-1 Accuracy97.4	1

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