ResearchBenchmarksMachine Unlearning on TOFU Llama3.1-8B (forget05)Follow35Forget Set Accuracy (RL)GD+Sine33.2534.1253535.875Sep 29, 2025Evaluation ResultsMethodMethodLinksForget Set Accuracy (RL)Forget Set Accuracy (TR)FQ ScoreRetain Set Accuracy (RL)Retain Set Accuracy (TR)Real Authors Accuracy (RL)Real Authors Accuracy (TR)Real World Accuracy (RL)Real World Accuracy (TR)Machine Unlearning Score (MU)GD+SineLoRA Rank=r=4, Base Mo...LoRA Rank=r=4, Base Model=Llama3.1-8B2025.0935495097479462896064GD+SineLoRA Rank=r=8, Base Mo...LoRA Rank=r=8, Base Model=Llama3.1-8B2025.0935495097479462896064GD+SineLoRA Rank=r=16, Base M...LoRA Rank=r=16, Base Model=Llama3.1-8B2025.0935495097479462896064GD+SineLoRA Rank=r=32, Base M...LoRA Rank=r=32, Base Model=Llama3.1-8B2025.0935495097479462896064