Image Classification on APS Dataset benchmark leaderboard · SOTA2 Research

Image Classification on APS Dataset

0.902AccuracyAPSNet

Evaluation Results

Method	Links
APSNet2025.12		0.902	0.777	0.777	0.775
GhostNetv22025.12		0.849	0.663	0.706	0.654
GhostNet2025.12		0.828	0.686	0.624	0.62
ResNet502025.12		0.82	0.628	0.646	0.608
GhostNetv32025.12		0.815	0.633	0.656	0.615
ResNest502025.12		0.812	0.6	0.619	0.578
DenseNet2012025.12		0.812	0.615	0.667	0.615
ShuffleNetv2 x1.02025.12		0.809	0.642	0.654	0.618
EfficientNetv2-small2025.12		0.793	0.545	0.616	0.579
GoogleNet2025.12		0.792	0.62	0.635	0.609
AA-Trans2025.12		0.775	0.576	0.575	0.549
FET-FGVC2025.12		0.769	0.572	0.63	0.567
IELT2025.12		0.766	0.534	0.61	0.543
MobileNetv3-large2025.12		0.76	0.533	0.544	0.518
TranFG2025.12		0.755	0.532	0.563	0.523
HAVT2025.12		0.753	0.564	0.584	0.547
VGGNet11_bn2025.12		0.75	0.62	0.584	0.571
TCFormer2025.12		0.723	0.557	0.564	0.527
SeaFormer2025.12		0.723	0.543	0.569	0.532
MobileViT-small2025.12		0.722	0.471	0.495	0.449
ViT2025.12		0.683	0.538	0.517	0.495
CrossFormer++2025.12		0.679	0.482	0.499	0.478
ConvNext_tiny2025.12		0.664	0.448	0.442	0.437
Swin tiny2025.12		0.651	0.395	0.395	0.379
2DMamba2025.12		0.612	0.464	0.429	0.424
LOS2025.12		0.582	0.498	0.552	0.449
MetaFormer2025.12		0.579	0.366	0.342	0.328
TransXNet2025.12		0.579	0.504	0.392	0.37
LTR2025.12		0.46	0.37	0.4	0.31