PCAM

Benchmarks

Task Name	Dataset Name	SOTA Result
Image Classification	PCAM	Top-1 Acc95.9	117
Image Classification	PCam (test)	Accuracy90.76	60
Image Classification	PCAM	Robust Accuracy48.88	47
Classification	PCAM	Clean Accuracy59.7	39
Image Classification	PCAM	Clean Accuracy58.26	23
Image Classification	PCam	Task Utility60.98	20
Tile-level classification	PCam (test)	AUC0.975	19
Patch-level classification	Pcam	Balanced Accuracy95.1	11
Dynamic Feature Selection	PCam	AUAC-F173.39	10
Zero-shot Classification	PCAM	Top-1 Clean Acc54.6	10
Image Classification	PCAM random 500 (test)	Accuracy13.6	7
Tile-level classification	PCAM	Balanced Accuracy94.4	6
Image Classification	PCAM	Balanced Accuracy87.36	6
RoI-level classification	PCAM	bACC91.1	5
OOD detection	PCAM	FPR (%)3.1	3

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