SOTAVerified

Memorization

Papers

Showing 891900 of 1088 papers

TitleStatusHype
Robust early-learning: Hindering the memorization of noisy labels0
The Unreasonable Effectiveness of the Class-reversed Sampling in Tail Sample Memorization0
Catching the Long Tail in Deep Neural Networks0
A Large-scale Study on Training Sample Memorization in Generative Modeling0
Distributed Associative Memory Network with Association Reinforcing Loss0
Introducing Orthogonal Constraint in Structural ProbesCode0
Catastrophic Fisher Explosion: Early Phase Fisher Matrix Impacts Generalization0
Tight Bounds on the Smallest Eigenvalue of the Neural Tangent Kernel for Deep ReLU Networks0
Perceptron Theory Can Predict the Accuracy of Neural Networks0
When is Memorization of Irrelevant Training Data Necessary for High-Accuracy Learning?Code0
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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