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Papers Benchmarks Datasets Tasks

LINUX dataset and benchmarks · SOTA2 Research

Research Datasets

LINUX

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Graph Edit Distance Prediction

Linux (test)

0.267RMSE

14

Graph Similarity Computation

LINUX (test)

0.9Kendall's Tau

14

Knowledge Tracing

Linux

84.13AUC

12

Graph Ranking (GED)

Linux

0.9Kendall's tau

8

Linux Loghub 2.0

92.5GA

6

Graph Edit Distance

Linux (test)

0.7Running time (s)

5

Graph Ranking (GED)

Linux (test)

0.9Kendall's Tau

4

Budget recipe evaluation

Linux L40S 24h

95.465Mean Score

3

Recipe Evaluation

Linux 24h 1.0 (test)

0.955Sample Mean

3

Maximum Common Subgraph Similarity (MCSS) Prediction

Linux

0.085RMSE

2

Refcount bug detection

x86-64 Linux platform drivers v6.6

3,387Total Drivers Analyzed

1

Popular tasks

Graph Ranking (GED)Graph Edit Distance Knowledge Tracing Graph Similarity Computation Maximum Common Subgraph Similarity (MCSS) Prediction

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