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Image Classification on ImageNet-1K 1.0 (test) (Top-1 Accuracy)

87.1Top-1 Accuracy

dBOT

Updated 1mo ago

Evaluation Results

Method	Links
dBOT 2024.02		87.1
dBOT-Ref. 2024.02		87.1
D2V2-Ref. 2024.02		86.8
D2V2-Ref. 2024.02		86.7
D2V2 2024.02		86.6
D2V2 2024.02		86.6
NFNet-F5 2021.06		86
CoAtNet-3 2021.06		86
dBOT-Ref. 2024.02		85.9
NFNet-F4 2021.06		85.9
CoAtNet-2 2021.06		85.9
dBOT 2024.02		85.8
CoAtNet-3 2021.06		85.8
NFNet-F3 2021.06		85.7
ENetV2-L 2021.06		85.7
CoAtNet-2 2021.06		85.7
Mugs 2024.02		85.2
NFNet-F2 2021.06		85.1
ENetV2-M 2021.06		85.1
CoAtNet-1 2021.06		85.1
SuperClass 2024.11		85
CaiT-S-36 2021.06		85
I-JEPA 2024.02		84.9
iBOT 2024.02		84.8
LambdaResNet-420 2021.06		84.8
NFNet-F1 2021.06		84.7
BotNet-T7 2021.06		84.7
DINOv2 2024.11		84.5
CaiT-M-24 2021.06		84.5
CoAtNet-3 2021.06		84.5
ResNet-RS-420 2021.06		84.4
CaiT-S-24 2021.06		84.3
Swin-B 2021.06		84.2
CoAtNet-2 2021.06		84.1
OpenCLIP 2024.11		83.9
ENetV2-S 2021.06		83.9
CoAtNet-0 2021.06		83.9
Derf 2025.12		83.8
MobileMamba-B4 2024.11		83.6
DyT 2025.12		83.6
NFNet-F0 2021.06		83.6
CaiT-M-24 2021.06		83.4
MobileMamba-B2 2024.11		83.3
CaiT-S-36 2021.06		83.3
Swin-B 2021.06		83.3
CvT-21 2021.06		83.3
CoAtNet-1 2021.06		83.3
LN 2025.12		83.1
GN 2025.12		83.1
DeiT-B 2021.06		83.1
DeepViT-L 2021.06		83.1
Cappa 2024.11		83
RMSNorm 2025.12		83
ResNet-RS-152 2021.06		83
Swin-S 2021.06		83
CvT-13 2021.06		83
Derf 2025.12		82.8
Openai CLIP 2024.11		82.7
CaiT-S-24 2021.06		82.7
SuperClass 2024.11		82.6
T2T-ViT-24 2021.06		82.6
MobileMamba-B4 2024.11		82.5
DyT 2025.12		82.5
GN 2025.12		82.5
CvT-21 2021.06		82.5
ViL-B 2024.11		82.4
RMSNorm 2025.12		82.4
InceptionNeXt-T 2024.11		82.3
LN 2025.12		82.3
DeepViT-S 2021.06		82.3
MobileMamba-B1 2024.11		82.2
VMamba-T 2024.11		82.2
T2T-ViT-19 2021.06		82.2
SHViT-S4r512 2024.11		82
VRWKV-B 2024.11		82
EfficientVMamba-B 2024.11		81.8
DeiT-B 2021.06		81.8
PVT-Large 2021.06		81.7
T2T-ViT-14 2021.06		81.7
MobileMamba-B2 2024.11		81.6
PlainMamba-L2 2024.11		81.6
CvT-13 2021.06		81.6
CoAtNet-0 2021.06		81.6
ViL-S 2024.11		81.5
FasterNet-S 2024.11		81.3
Swin-T 2021.06		81.3
LocalVim-S 2024.11		81.2
PVT-Medium 2021.06		81.2
iBOT 2024.11		81
SHViT-S4r384 2024.11		81
Greedy Model Soup 2026.02		81
MPViT-XS 2024.11		80.9
EfficientViT-M5r512 2024.11		80.8
MobileMamba-S6 2024.11		80.7
Vim-S 2024.11		80.5
FT model (ID+) 2026.02		80.38
MonoSoup 2026.02		80.34
SuperClass 2024.11		80.2
VRWKV-S 2024.11		80.1
MonoSoup 2026.02		80.1

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