ResearchBenchmarksRelational linear probing on LANGRelational linear probing on LANGFollow98F1 (GT)KL-RP-2.8823.3149.575.69May 21, 2026Evaluation resultsMethodMethodLinksF1 (GT)F1 (LLM)dKLKL-RPModel=Llama-3.1, Layer=16Model=Llama-3.1, Layer=162026.0598980.06KL-RPModel=Gemma-2, Layer=13Model=Gemma-2, Layer=132026.0551622.19LREModel=Llama-3.1, Layer=16Model=Llama-3.1, Layer=162026.056360.51RandomModel=Llama-3.1, Layer=16Model=Llama-3.1, Layer=162026.05452.04RandomModel=Gemma-2, Layer=13Model=Gemma-2, Layer=132026.053136.16LREModel=Gemma-2, Layer=13Model=Gemma-2, Layer=132026.051480.45