SOTAVerified

Memorization

Papers

Showing 861870 of 1088 papers

TitleStatusHype
Pointer Value Retrieval: A new benchmark for understanding the limits of neural network generalizationCode0
Structure Destruction and Content Combination for Face Anti-Spoofing0
Leave-one-out Unfairness0
On the Memorization Properties of Contrastive Learning0
Memorization in Deep Neural Networks: Does the Loss Function matter?Code0
Affect Expression Behaviour Analysis in the Wild using Consensual Collaborative TrainingCode0
Mitigating Memorization in Sample Selection for Learning with Noisy Labels0
Generalization Error of GAN from the Discriminator's Perspective0
Slope and generalization properties of neural networksCode0
INN: A Method Identifying Clean-annotated Samples via Consistency Effect in Deep Neural Networks0
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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