Corpus Composition Inference on LLMScan Fine-Grained 1.0 (test)
30.37Overlap AccuracyLLMSurgeon
Evaluation Results
| Method | Links | |
|---|---|---|
| LLMSurgeonTarget Model=StarCoder-15.5B2026.05 | 30.37 | |
| GradNormTarget Model=StarCoder-15.5B2026.05 | 27.54 | |
| DC-PDDTarget Model=StarCoder-15.5B2026.05 | 25.98 | |
| RecallTarget Model=StarCoder-15.5B2026.05 | 25.91 | |
| LossTarget Model=StarCoder-15.5B2026.05 | 25.76 | |
| Joint-LogitTarget Model=StarCoder-15.5B2026.05 | 25.6 | |
| NeighborTarget Model=StarCoder-15.5B2026.05 | 25.47 | |
| RefTarget Model=StarCoder-15.5B2026.05 | 25.46 | |
| DUCITarget Model=StarCoder-15.5B2026.05 | 25.44 | |
| Min-K%++Target Model=StarCoder-15.5B2026.05 | 23.57 | |
| Min-K%Target Model=StarCoder-15.5B2026.05 | 23.41 | |
| ZlibTarget Model=StarCoder-15.5B2026.05 | 21.06 |