Object Localization

Benchmarks

Dataset Name	SOTA Method	Metric
PASCAL VOC 2007 (trainval)	Pred Net	CorLoc71.4	118	3d ago
ImageNet-1k (val)	GenPrompt	Top-1 Loc Acc65.2	80	3d ago
CUB-200 2011 (test)	GenPrompt	Top-1 Loc. Accuracy89.3	68	3d ago
PASCAL VOC 2012 (trainval)	CASD	CorLoc72.3	51	3d ago
CUB-200 (test)	PSOL-DenseNet161-Sep	Top-1 Loc Acc74.97	21	3d ago
CUB v2	DiPS	Max Box Acc V290.9	20	3d ago
ImageNet 1k	ADL	Top-1 Loc Acc48.71	11	3d ago
CUB-200-2011	ADL	Top-1 Loc Acc0.6229	11	3d ago
ILSVRC 2012 (val)	ACoL	Localization Error (GT-known)37.04	10	3d ago
TEA (test)		mIoU49.13	9	3d ago
REVERIE (test unseen)	Rec (Airbert)	RGS16.83	8	3d ago
REVERIE (val unseen)	Rec (Airbert)	RGS18.23	8	3d ago
REVERIE (val seen)	Rec (Airbert)	RGS32.75	8	3d ago
COCO 20k	DeepCut	CorLoc61.6	8	3d ago
VOC 07	DeepCut	CorLoc69.8	8	3d ago
TelDrone v2	DiPS	MaxBoxAccV284.9	8	3d ago
OpenImages30K (test)	Ours	PxAP63.7	7	3d ago
ReaSCAN (test)	Syntax Guided Transformer	Success Rate A199.6	6	3d ago
CUB200	SimSiam + AugSelf	L2 Error0.0034	6	3d ago
Synthetic Hallway Scene Teapot Localization 1.0 (test)		MSE0.0024	5	3d ago
LERF-OVS (test)	FMGS	Bouquet Score100	5	3d ago
LAMM Benchmark	LAMM	Binary Localization Metric31.2	4	3d ago
PASCAL VOC 2012 (train)	RIB	Precision67.3	4	3d ago
Stanford Dogs (test)	WS-DAN	Error Rate19.2	4	3d ago
ScanQA w/ objects (test)	ScanQA	Acc@0.2525.44	3	3d ago

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