SOTAVerified

Memorization

Papers

Showing 1120 of 1088 papers

TitleStatusHype
Robots and Children that Learn Together : Improving Knowledge Retention by Teaching Peer-Like Interactive Robots0
In-Context Learning Strategies Emerge Rationally0
Winter Soldier: Backdooring Language Models at Pre-Training with Indirect Data Poisoning0
Less is More: Undertraining Experts Improves Model Upcycling0
Capacity Matters: a Proof-of-Concept for Transformer Memorization on Real-World DataCode0
Dataset distillation for memorized data: Soft labels can leak held-out teacher knowledgeCode0
LexiMark: Robust Watermarking via Lexical Substitutions to Enhance Membership Verification of an LLM's Textual Training DataCode0
Sharpness-Aware Machine Unlearning0
The SWE-Bench Illusion: When State-of-the-Art LLMs Remember Instead of Reason0
Restoring Gaussian Blurred Face Images for Deanonymization Attacks0
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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