Conviformer-B

Reported on 5 benchmarks across 2 tasks · 1 paper · 4 SOTA

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

Computer Vision5 results

Image ClassificationonHerbarium 2021 Half–Earth
Test F1 score· 2022-08-17
0.719
SOTA
Conviformers: Convolutionally guided Vision Transformer arXiv:2208.08900
Image ClassificationonHerbarium 2022
Test F1 score (private)· 2022-08-17
0.868
SOTA
Conviformers: Convolutionally guided Vision Transformer arXiv:2208.08900
Fine-Grained Image ClassificationonHerbarium 2021 Half–Earth
Test F1 score· 2022-08-17
0.719
SOTA
Conviformers: Convolutionally guided Vision Transformer arXiv:2208.08900
Fine-Grained Image ClassificationonHerbarium 2022
Test F1 score (private)· 2022-08-17
0.868
SOTA
Conviformers: Convolutionally guided Vision Transformer arXiv:2208.08900
Image ClassificationoniNaturalist 2019
Top-1 Accuracy· 2022-08-17
82.85
best: 88.5 (Hiera-H (448px))
Conviformers: Convolutionally guided Vision Transformer arXiv:2208.08900