TransNeXt-Base (IN-1K supervised, 384)

Reported on 3 benchmarks across 3 tasks · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision2 results

Image ClassificationonImageNet
GFLOPs· 2023-11-28
56.3
best: 1478 (InternImage-H)
TransNeXt: Robust Foveal Visual Perception for Vision Transformers arXiv:2311.17132
Domain GeneralizationonImageNet-A
Top-1 accuracy %· 2023-11-28
61.6
best: 94.17 (Model soups (BASIC-L))
TransNeXt: Robust Foveal Visual Perception for Vision Transformers arXiv:2311.17132

Methodology1 result

Domain AdaptationonImageNet-A
Top-1 accuracy %· 2023-11-28
61.6
best: 94.17 (Model soups (BASIC-L))
TransNeXt: Robust Foveal Visual Perception for Vision Transformers arXiv:2311.17132