SOTAVerified

Data-free Knowledge Distillation

Papers

Showing 3140 of 75 papers

TitleStatusHype
DFRD: Data-Free Robustness Distillation for Heterogeneous Federated Learning0
DAD++: Improved Data-free Test Time Adversarial DefenseCode0
Prompt2Model: Generating Deployable Models from Natural Language InstructionsCode4
Sampling to Distill: Knowledge Transfer from Open-World Data0
Mitigating Cross-client GANs-based Attack in Federated Learning0
Distribution Shift Matters for Knowledge Distillation with Webly Collected Images0
Customizing Synthetic Data for Data-Free Student LearningCode0
Revisiting Data-Free Knowledge Distillation with Poisoned TeachersCode1
Is Synthetic Data From Diffusion Models Ready for Knowledge Distillation?Code1
Feature-Rich Audio Model Inversion for Data-Free Knowledge Distillation Towards General Sound Classification0
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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