Oxford Pets

Benchmarks

Task Name	Dataset Name	SOTA Result
Image Classification	Oxford Pets	Top-1 Acc96.4	86
Image Classification	Oxford Pets	Base Accuracy96.52	38
Image Classification	Oxford Pets (test)	Accuracy99.36	35
Classification	Oxford Pets	Accuracy90.38	23
Fine-Grained Image Classification	Oxford Pets	Accuracy96.86	12
Generalized Category Discovery	Oxford Pets	Accuracy (All)95.7	11
Image Classification	Oxford Pets	Accuracy90.1	7
Classification	Oxford Pets zero-shot	Accuracy (Zero-Shot)92.13	7
On-the-fly Category Discovery	Oxford Pets (test)	Accuracy (All)48.3	5
Out-of-distribution detection	Oxford Pets (test)	AURC0.112	4
Object Detection	Oxford Pets	AP85.9	4
Generalization Gap Prediction	Oxford Pets	CMI Score18.46	2
Image Classification	Oxford-Pets	Train Error0	1
Classification	Oxford Pets few-shot to high-shot	Metric-	0
Classification	Oxford Pets	Metric-	0

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