Papers with Code · CC BY-SA 4.0

Small Data Image Classification

Image Classification › Small Data Image Classification 47 평가 기록 12 datasets

Supervised image classification with tens to hundreds of labeled training examples.

논문

Tune It or Don't Use It: Benchmarking Data-Efficient Image Classification

2108.13122 2021-08-30 이 페이지의 평가 16건

Average Balanced Accuracy (across datasets): 68.70

Parametric Scattering Networks

2107.09539 2021-07-20 이 페이지의 평가 6건

Accuracy (%): 63.13

ChimeraMix: Image Classification on Small Datasets via Masked Feature Mixing

2202.11616 2022-02-23 이 페이지의 평가 4건

Accuracy (%): 70.09

Generative Latent Implicit Conditional Optimization when Learning from Small Sample

2003.14297 2020-03-31 이 페이지의 평가 3건

Accuracy (%): 56.22

Performance Analysis of Semi-supervised Learning in the Small-data Regime using VAEs

2002.12164 2020-02-26 이 페이지의 평가 1건

% Test Accuracy: 45.96%