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SOTA
Transferability
Transferability On Classification Benchmark
Transferability On Classification Benchmark
평가 지표
Kendall's Tau
평가 결과
이 벤치마크에서 각 모델의 성능 결과
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모델 이름
Kendall's Tau
Paper Title
Repository
SFDA
0.502
Not All Models Are Equal: Predicting Model Transferability in a Self-challenging Fisher Space
LEEP
0.390
LEEP: A New Measure to Evaluate Transferability of Learned Representations
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NLEEP
0.228
Ranking Neural Checkpoints
logme
0.482
LogME: Practical Assessment of Pre-trained Models for Transfer Learning
ETran
0.562
ETran: Energy-Based Transferability Estimation
PACTran
0.266
PACTran: PAC-Bayesian Metrics for Estimating the Transferability of Pretrained Models to Classification Tasks
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