LINUX
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Graph Edit Distance Prediction | Linux (test) | RMSE0.267 | 14 | |
| Graph Similarity Computation | LINUX (test) | Kendall's Tau0.9 | 14 | |
| Knowledge Tracing | Linux | AUC84.13 | 12 | |
| Graph Ranking (GED) | Linux | Kendall's tau0.9 | 8 | |
| Log Parsing | Linux Loghub 2.0 | GA92.5 | 6 | |
| Graph Edit Distance | Linux (test) | Running time (s)0.7 | 5 | |
| Graph Ranking (GED) | Linux (test) | Kendall's Tau0.9 | 4 | |
| Budget recipe evaluation | Linux L40S 24h | Mean Score95.465 | 3 | |
| Recipe Evaluation | Linux 24h 1.0 (test) | Sample Mean0.9547 | 3 | |
| Maximum Common Subgraph Similarity (MCSS) Prediction | Linux | RMSE0.085 | 2 | |
| Refcount bug detection | x86-64 Linux platform drivers v6.6 | Total Drivers Analyzed3,387 | 1 |
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