ResearchBenchmarksAssociative Retrieval on Imbalanced Random PatternsFollow100Performance at p=0.1 (Masking)DMHN-4235077Jun 2, 2025Evaluation ResultsMethodMethodLinksPerformance at p=0.1 (Masking)Performance at p=0.2 (Masking)Performance at p=0.3 (Masking)Performance at p=0.4 (Masking)Performance at p=0.5 (Masking)Performance at p=0.1 (Gaussian Noise)Performance at p=0.2 (Gaussian Noise)Performance at p=0.3 (Gaussian Noise)Performance at p=0.4 (Gaussian Noise)Performance at p=0.5 (Gaussian Noise)Average PerformanceDMHNMemory Load=0.2NMemory Load=0.2N2025.06100100100100100100100100100100100DMHNMemory Load=2NMemory Load=2N2025.067070676363777674686970CHNMemory Load=0.2NMemory Load=0.2N2025.060085178003468127CHNMemory Load=2NMemory Load=2N2025.06000613000032MHNMemory Load=0.2NMemory Load=0.2N2025.0607710010010007810010010075MHNMemory Load=1NMemory Load=1N2025.06001789920017899240