OpenCodePapers
sequential-image-classification-on-sequential-1
Image Classification
Sequential Image Classification
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Paper
Code
Unpermuted Accuracy
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ModelName
ReleaseDate
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Sequence Modeling with Multiresolution Convolutional Memory
✓ Link
93.15%
MultiresConv
2023-05-02
Efficiently Modeling Long Sequences with Structured State Spaces
✓ Link
91.80%
S4
2021-10-31
Resurrecting Recurrent Neural Networks for Long Sequences
✓ Link
89.0
LRU
2023-03-11
SMPConv: Self-moving Point Representations for Continuous Convolution
✓ Link
84.86%
SMPConv
2023-04-05
Combining Recurrent, Convolutional, and Continuous-time Models with Linear State-Space Layers
✓ Link
84.65%
LSSL
2021-10-26
FlexConv: Continuous Kernel Convolutions with Differentiable Kernel Sizes
✓ Link
80.82%
FlexTCN-6
2021-10-15
Improving the Gating Mechanism of Recurrent Neural Networks
✓ Link
74.4%
UR-GRU
2019-10-22
Trellis Networks for Sequence Modeling
✓ Link
73.42%
Trellis Network
2018-10-15
RNNs of RNNs: Recursive Construction of Stable Assemblies of Recurrent Neural Networks
✓ Link
65.72
Sparse Combo Net
2021-06-16
Lipschitz Recurrent Neural Networks
✓ Link
64.2
LipschitzRNN
2020-06-22
CKConv: Continuous Kernel Convolution For Sequential Data
✓ Link
63.74%
CKCNN (1M)
2021-02-04
CKConv: Continuous Kernel Convolution For Sequential Data
✓ Link
62.25%
CKCNN (100k)
2021-02-04
Learning Longer-term Dependencies in RNNs with Auxiliary Losses
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62.2%
Transformer (self-attention) (Trinh et al., 2018)
2018-03-01