SOTAVerified

Memorization

Papers

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Showing 841–850 of 1088 papers

TitleStatusHype
Extracting memorized pieces of (copyrighted) books from open-weight language models—0
Extracting Training Data from Document-Based VQA Models—0
Extracting Training Data from Unconditional Diffusion Models—0
Extracting Unlearned Information from LLMs with Activation Steering—0
Extreme Image Transformations Facilitate Robust Latent Object Representations—0
Factored Agents: Decoupling In-Context Learning and Memorization for Robust Tool Use—0
Fast Parametric Learning with Activation Memorization—0
Fault-Diagnosing SLAM for Varying Scale Change Detection—0
Federated Nearest Neighbor Machine Translation—0
Few-Shot Generation of Brain Tumors for Secure and Fair Data Sharing—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PaLM-540B (few-shot, k=5)Accuracy95.4—Unverified
2Gopher-280B (few-shot, k=5)Accuracy80—Unverified
3PaLM-62B (few-shot, k=5)Accuracy77.7—Unverified