OpenCodePapers
image-classification-on-dtd
Image Classification
Dataset Link
Results over time
Click legend items to toggle metrics. Hover points for model names.
Leaderboard
Show papers without code
Paper
Code
Accuracy
↕
ModelName
ReleaseDate
↕
Task Arithmetic in the Tangent Space: Improved Editing of Pre-Trained Models
✓ Link
90.0
Linear FT(ViT-L/14)
2023-05-22
RADAM: Texture Recognition through Randomized Aggregated Encoding of Deep Activation Maps
✓ Link
84.0
RADAM (ConvNeXt-L)
2023-03-08
A Continual Development Methodology for Large-scale Multitask Dynamic ML Systems
✓ Link
82.23
µ2Net+ (ViT-L/16)
2022-09-15
Bamboo: Building Mega-Scale Vision Dataset Continually with Human-Machine Synergy
✓ Link
81.9
Bamboo (ViT-B/16)
2022-03-15
An Evolutionary Approach to Dynamic Introduction of Tasks in Large-scale Multitask Learning Systems
✓ Link
81.0
µ2Net (ViT-L/16)
2022-05-25
Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision
✓ Link
80.5
SEER (RegNet10B - linear eval)
2022-02-16
Non-binary deep transfer learning for image classification
✓ Link
79.79
Inceptionv4
2021-07-19
Self-Supervised Learning by Estimating Twin Class Distributions
✓ Link
76.6
TWIST (ResNet-50)
2021-10-14
TransBoost: Improving the Best ImageNet Performance using Deep Transduction
✓ Link
76.49
TransBoost-ResNet50
2022-05-26
With a Little Help from My Friends: Nearest-Neighbor Contrastive Learning of Visual Representations
✓ Link
75.5
NNCLR
2021-04-29
Non-binary deep transfer learning for image classification
✓ Link
66.8
Inceptionv4 (random initialization)
2021-07-19