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SotA/Miscellaneous/Malware Classification/Microsoft Malware Classification Challenge

Malware Classification on Microsoft Malware Classification Challenge

Metric: LogLoss (lower is better)

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#Model↕LogLoss▲Extra DataPaperDate↕Code
1Opcode-based Shallow CNN0.0244No--Code
2Hierarchical Convolutional Network0.0419No---
3SEA0.0431NoSequential Embedding-based Attentive (SEA) class...2023-02-11Code
4CNN+BiLSTM0.0744No---
5Multiresolution CNN + Bagging0.075081No--Code
6Hierarchical Attention Network0.0933No---
7Autoencoders+Residual Network0.106343No---
8Multiresolution CNN0.124431No--Code
9Structural entropy CNN0.134624No--Code
10DeepConv0.1602No---
11Gray-scale IMG CNN0.184483No--Code
12MalConv0.3071No---
13Dynamic Time Wrapping + K-NN0.367724No--Code