SOTAVerified

Memorization

Papers

Showing 361370 of 1088 papers

TitleStatusHype
From Trojan Horses to Castle Walls: Unveiling Bilateral Data Poisoning Effects in Diffusion ModelsCode0
Fundamental tradeoffs between memorization and robustness in random features and neural tangent regimesCode0
CASCADE Your Datasets for Cross-Mode Knowledge Retrieval of Language ModelsCode0
Emergent LLM behaviors are observationally equivalent to data leakageCode0
Untrained neural networks can demonstrate memorization-independent abstract reasoningCode0
Jogging the Memory of Unlearned LLMs Through Targeted Relearning AttacksCode0
Capacity Matters: a Proof-of-Concept for Transformer Memorization on Real-World DataCode0
On Memorization in Probabilistic Deep Generative ModelsCode0
Introducing Orthogonal Constraint in Structural ProbesCode0
In-context Learning in Presence of Spurious CorrelationsCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PaLM-540B (few-shot, k=5)Accuracy95.4Unverified
2Gopher-280B (few-shot, k=5)Accuracy80Unverified
3PaLM-62B (few-shot, k=5)Accuracy77.7Unverified