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Papers Benchmarks Datasets Tasks

Arth dataset and benchmarks · SOTA2 Research

Research Datasets

Arth

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Lossless Genomics Data Compression

ArTh

1.855Compression Ratio (bits/base)

18

Genomics Data Lossless Compression

ArTh

157.497Throughput (KB/s)

7

Structure Learning

arth150 n=100

97.6SHD

7

Markov boundary discovery

ARTH150 Real Semi-real network

96.66nDCG

6

Causal Structure Learning

Arth150

2,644,794#CI Tests

4

Popular tasks

Causal Structure Learning Structure learning Lossless Genomics Data Compression Genomics Data Lossless Compression Markov boundary discovery

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