Temporal Drift Detection on Temporal Drift Dataset Unconstrained
30Layer Indexdrift probe
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| drift probeModel=Llama-2, Probe Type=Linear probe, Regularization=L1 (ISTA)2026.05 | 30 | 97.5 | |
| drift probeModel=Llama-3.1, Probe Type=Linear probe, Regularization=L1 (ISTA)2026.05 | 18 | 95.9 | |
| drift probeModel=Gemma-9B, Probe Type=Linear probe, Regularization=L1 (ISTA)2026.05 | 10 | 96.1 | |
| drift probeModel=Gemma-2B, Probe Type=Linear probe, Regularization=L1 (ISTA)2026.05 | 10 | 94.2 | |
| drift probeModel=Qwen-2.5, Probe Type=Linear probe, Regularization=L1 (ISTA)2026.05 | 8 | 96.1 | |
| drift probeModel=Mistral, Probe Type=Linear probe, Regularization=L1 (ISTA)2026.05 | 6 | 97.3 |