HyperAI超神経
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HyperAI超神経

Sequential Image Classification On Sequential 1

評価指標

Unpermuted Accuracy

評価結果

このベンチマークにおける各モデルのパフォーマンス結果

モデル名
Unpermuted Accuracy
Paper TitleRepository
S491.80%Efficiently Modeling Long Sequences with Structured State Spaces
SMPConv84.86%SMPConv: Self-moving Point Representations for Continuous Convolution
Transformer (self-attention) (Trinh et al., 2018)62.2%Learning Longer-term Dependencies in RNNs with Auxiliary Losses
Sparse Combo Net65.72RNNs of RNNs: Recursive Construction of Stable Assemblies of Recurrent Neural Networks
MultiresConv93.15%Sequence Modeling with Multiresolution Convolutional Memory
LSSL84.65%Combining Recurrent, Convolutional, and Continuous-time Models with Linear State-Space Layers
CKCNN (1M)63.74%CKConv: Continuous Kernel Convolution For Sequential Data
LRU89.0Resurrecting Recurrent Neural Networks for Long Sequences
LipschitzRNN64.2Lipschitz Recurrent Neural Networks
FlexTCN-680.82%FlexConv: Continuous Kernel Convolutions with Differentiable Kernel Sizes
Trellis Network73.42%Trellis Networks for Sequence Modeling
UR-GRU74.4%Improving the Gating Mechanism of Recurrent Neural Networks
CKCNN (100k)62.25%CKConv: Continuous Kernel Convolution For Sequential Data
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