Temporal Drift Detection on Temporal Drift Dataset Controlled
33Layer Indexdrift probe
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| drift probeModel=Gemma-9B, Probe Type=Linear probe, Regularization=L1 (ISTA)2026.05 | 33 | 82.5 | 73.9 | |
| drift probeModel=Llama-3.1, Probe Type=Linear probe, Regularization=L1 (ISTA)2026.05 | 29 | 93.2 | 90.1 | |
| drift probeModel=Llama-2, Probe Type=Linear probe, Regularization=L1 (ISTA)2026.05 | 24 | 95.1 | 92.7 | |
| drift probeModel=Gemma-2B, Probe Type=Linear probe, Regularization=L1 (ISTA)2026.05 | 13 | 84.4 | 78 | |
| drift probeModel=Qwen-2.5, Probe Type=Linear probe, Regularization=L1 (ISTA)2026.05 | 10 | 85.4 | 78.3 | |
| drift probeModel=Mistral, Probe Type=Linear probe, Regularization=L1 (ISTA)2026.05 | 6 | 92.9 | 89.5 |