SOTAVerified

Data-free Knowledge Distillation

Papers

Showing 3140 of 75 papers

TitleStatusHype
Data-Free Knowledge Distillation Using Adversarially Perturbed OpenGL Shader Images0
Data-Free Knowledge Distillation with Soft Targeted Transfer Set Synthesis0
Data-Free Knowledge Transfer: A Survey0
De-confounded Data-free Knowledge Distillation for Handling Distribution Shifts0
DeGAN : Data-Enriching GAN for Retrieving Representative Samples from a Trained Classifier0
DFRD: Data-Free Robustness Distillation for Heterogeneous Federated Learning0
Distilling Vision-Language Foundation Models: A Data-Free Approach via Prompt Diversification0
Distribution Shift Matters for Knowledge Distillation with Webly Collected Images0
Dual Discriminator Adversarial Distillation for Data-free Model Compression0
Effectiveness of Arbitrary Transfer Sets for Data-free Knowledge Distillation0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GOLD (T5-base)Accuracy91.7Unverified
2ZeroGen (T5-base)Accuracy88.5Unverified
3ProGen (T5-base)Accuracy85.9Unverified
4Prompt2Model (T5-base)Accuracy62.2Unverified
#ModelMetricClaimedVerifiedStatus
1GOLD (T5-base)Exact Match75.2Unverified
2Prompt2Model (T5-base)Exact Match74.4Unverified
3ZeroGen (T5-base)Exact Match69.4Unverified
4ProGen (T5-base)Exact Match68.1Unverified