OpenCodePapers
image-classification-on-places205
Image Classification
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Paper
Code
Top 1 Accuracy
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ModelName
ReleaseDate
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InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions
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71.7%
InternImage-H
2022-11-10
MixMAE: Mixed and Masked Autoencoder for Efficient Pretraining of Hierarchical Vision Transformers
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69.3
MixMIM-L
2022-05-26
Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision
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69.0
SEER (RegNet10B - finetuned - 384px)
2022-02-16
MixMAE: Mixed and Masked Autoencoder for Efficient Pretraining of Hierarchical Vision Transformers
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68.3
MixMIM-B
2022-05-26
Masked Autoencoders Are Scalable Vision Learners
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66.8
MAE (ViT-H, 448)
2021-11-11
Self-supervised Pretraining of Visual Features in the Wild
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66.0
SEER
2021-03-02
Boosting Discriminative Visual Representation Learning with Scenario-Agnostic Mixup
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64.3
SAMix (ResNet-50 Supervised)
2021-11-30
AutoMix: Unveiling the Power of Mixup for Stronger Classifiers
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64.1
AutoMix (ResNet-50 Supervised)
2021-03-24
Self-supervised Pretraining of Visual Features in the Wild
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62.7
RegNetY-128GF (Supervised)
2021-03-02
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments
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56.7%
SwAV
2020-06-17
Barlow Twins: Self-Supervised Learning via Redundancy Reduction
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54.1%
Barlow Twins (ResNet-50)
2021-03-04
Bootstrap your own latent: A new approach to self-supervised Learning
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54.0
BYOL
2020-06-13
A Simple Framework for Contrastive Learning of Visual Representations
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53.3
SimCLR
2020-02-13
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments
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53.2%
ResNet-50 (Supervised)
2020-06-17
Improved Baselines with Momentum Contrastive Learning
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52.9
MoCo v2
2020-03-09