List your company
ResearchFormerly WizWand

Object Classification on ImageNet-1K

88Top-1 AccSigLIP2
70.73675.21879.784.182Nov 7, 2022Apr 13, 2023Sep 18, 2023Feb 23, 2024Jul 30, 2024Jan 4, 2025Jun 11, 2025
Updated 8mo ago

Evaluation results

MethodLinks
SigLIP2Parameters=1.2B, Evaluation Protocol=Attentive probe2025.0688
PEcoreGParameters=1.9B, Evaluation Protocol=Attentive probe, Input Resolution=256x2562025.0687.6
DINOv2Parameters=1.1B, Evaluation Protocol=Attentive probe2025.0686.1
InternVideo2_s2-1BParameters=1B, Evaluation Protocol=Attentive probe2025.0685.8
V-JEPA 2 ViT-g384Parameters=1B, Input Resolution=384x3842025.0685.1
V-JEPA 2 ViT-gParameters=1B2025.0684.6
V-JEPA 2 ViT-HParameters=600M2025.0683.8
V-JEPA 2 ViT-LParameters=300M2025.0683.5
PIIP-BResolution=512/256/128, #Param=100M, #FLOPs=18.4G2025.0182.7
ViT-BResolution=224, #Param=86M, #FLOPs=17.5G2025.0182
V-JEPA ViT-HParameters=600M, Evaluation Protocol=Attentive probe2025.0680
MogaNet-TType=C, Image Size=256x256, Parameters=5.2M, FLOPs=1.44G, refined training scheme=true2022.1180
MogaNet-TType=C, Image Size=224x224, Parameters=5.2M, FLOPs=1.10G2022.1179
ParC-Net-SType=C, Image Size=256x256, Parameters=5.0M, FLOPs=3.48G2022.1178.6
MobileViT-SType=H, Image Size=256x256, Parameters=5.6M, FLOPs=4.02G2022.1178.4
MobileFormer-294MType=H, Image Size=224x224, Parameters=11.4M, FLOPs=0.59G2022.1177.9
SReT-TDistillType=T, Image Size=224x224, Parameters=4.8M, FLOPs=1.10G2022.1177.6
CoaT-Lite-TType=H, Image Size=224x224, Parameters=5.7M, FLOPs=1.60G2022.1177.5
ConvNext-XTType=C, Image Size=224x224, Parameters=7.4M, FLOPs=0.60G2022.1177.5
Swin-1GType=H, Image Size=224x224, Parameters=7.3M, FLOPs=1.00G2022.1177.3
MogaNet-XTType=C, Image Size=256x256, Parameters=3.0M, FLOPs=1.04G2022.1177.2
EfficientNet-B0Type=C, Image Size=224x224, Parameters=5.3M, FLOPs=0.39G2022.1177.1
LeViT-SType=H, Image Size=224x224, Parameters=7.8M, FLOPs=0.31G2022.1176.6
RegNetY-800MFType=C, Image Size=224x224, Parameters=6.3M, FLOPs=0.80G2022.1176.3
ShuffleNetV2 2×Type=C, Image Size=224x224, Parameters=5.5M, FLOPs=0.60G2022.1175.4
VAN-B0Type=C, Image Size=224x224, Parameters=4.1M, FLOPs=0.88G2022.1175.4
ViT-CType=T, Image Size=224x224, Parameters=4.6M, FLOPs=1.10G2022.1175.3
PVT-TType=T, Image Size=224x224, Parameters=13.2M, FLOPs=1.60G2022.1175.1
PiT-TiType=H, Image Size=224x224, Parameters=4.9M, FLOPs=0.70G2022.1174.6
DeiT-TType=T, Image Size=224x224, Parameters=5.7M, FLOPs=1.08G, Variant=†2022.1174.1
T2T-ViT-7Type=T, Image Size=224x224, Parameters=4.3M, FLOPs=1.20G2022.1171.7
ResNet-18Type=C, Image Size=224x224, Parameters=11.7M, FLOPs=1.80G2022.1171.5
VideoMAEv2Parameters=1B2025.0671.4