Classification

Benchmarks

Dataset Name	SOTA Method	Metric
ImageNet-1K 1.0 (val)	CoAtNet-7	Top-1 Accuracy (%)90.88	1,155	3d ago
Cars	KL	Accuracy96.4	314	2d ago
CIFAR10 (test)	reSGHMC	Accuracy97.42	266	3d ago
PASCAL VOC 2007 (test)	MELM	mAP (%)93.1	217	3d ago
SVHN (test)	Colornet-40-48	Error Rate1.12	182	3d ago
FMNIST (test)	pFedBreD (mg)+FT	Accuracy99.06	149	3d ago
ImageNet 1k (test val)	Greedy soup	Top-1 Accuracy90.94	138	3d ago
CelebA		Avg Accuracy94.9	137	3d ago
CIFAR100-LT (test)	FixMatch + ACR + BEM	Accuracy75.9	136	3d ago
CIFAR10-DVS	sliding PSN (k=2)	Accuracy85.9	133	3d ago
CIFAR-100 (test)	F-Deep-ens	Accuracy84.52	129	3d ago
ModelNet40 (test)	CurveNet	Accuracy94.2	99	3d ago
CelebA (test)		Average Accuracy95.9	92	2d ago
CUB		Accuracy91.9	85	2d ago
CRC-KRAS TCGA cohort	MambaMIL+	AUC72.6	84	3d ago
NWPU (test)		OA0.9506	80	3d ago
CIFAR-10	DGMMC-S	Accuracy98.8	80	3d ago
CUB (test)	EPNetSSL	Accuracy94.11	79	3d ago
COIL-20	CAE	Accuracy1	76	3d ago
Camelyon16 (test)	MExD	AUC98.87	69	3d ago
CIFAR100		Accuracy93.45	66	3d ago
33 datasets missing rate <= 10% (test)	PFN-Flow	AUC86.94	65	3d ago
Simulated high-dimensional dataset nine simulation scenarios (test)	engGNN	Accuracy92.6	63	3d ago
Zero-shot Evaluation Suite (BoolQ, PIQA, HellaSwag, WinoGrande, ARC-e, ARC-c, OBQA)		Average Accuracy (Zero-Shot Suite)69.31	59	2d ago
SST2		Accuracy96.3	58	3d ago

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