Tasks SotA Datasets Papers Methods Submit About

Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable Benchmarks All SotA Datasets Papers Methods

Community

Submit Results About

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/Laplacian-Shot

Laplacian-Shot

Reported on 12 benchmarks across 2 tasks · 1 paper · 6 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision12 results

Image ClassificationonDirichlet Mini-Imagenet (5-way, 5-shot)
1:1 Accuracy· 2020-06-28
81.6
best: 83.6 (BAVARDAGE)
SOTA
Laplacian Regularized Few-Shot Learning arXiv:2006.15486
Image ClassificationonDirichlet Tiered-Imagenet (5-way, 5-shot)
1:1 Accuracy· 2020-06-28
85.7
best: 86.6 (\alpha-TIM)
SOTA
Laplacian Regularized Few-Shot Learning arXiv:2006.15486
Image ClassificationonDirichlet CUB-200 (5-way, 5-shot)
1:1 Accuracy· 2020-06-28
87.7
best: 90.7 (BAVARDAGE)
SOTA
Laplacian Regularized Few-Shot Learning arXiv:2006.15486
Few-Shot Image ClassificationonDirichlet Mini-Imagenet (5-way, 5-shot)
1:1 Accuracy· 2020-06-28
81.6
best: 83.6 (BAVARDAGE)
SOTA
Laplacian Regularized Few-Shot Learning arXiv:2006.15486
Few-Shot Image ClassificationonDirichlet Tiered-Imagenet (5-way, 5-shot)
1:1 Accuracy· 2020-06-28
85.7
best: 86.6 (\alpha-TIM)
SOTA
Laplacian Regularized Few-Shot Learning arXiv:2006.15486
Few-Shot Image ClassificationonDirichlet CUB-200 (5-way, 5-shot)
1:1 Accuracy· 2020-06-28
87.7
best: 90.7 (BAVARDAGE)
SOTA
Laplacian Regularized Few-Shot Learning arXiv:2006.15486
Image ClassificationonDirichlet CUB-200 (5-way, 1-shot)
1:1 Accuracy· 2020-06-28
73.7
best: 82 (BAVARDAGE)
Laplacian Regularized Few-Shot Learning arXiv:2006.15486
Image ClassificationonDirichlet Mini-Imagenet (5-way, 1-shot)
1:1 Accuracy· 2020-06-28
65.4
best: 71 (BAVARDAGE)
Laplacian Regularized Few-Shot Learning arXiv:2006.15486
Image ClassificationonDirichlet Tiered-Imagenet (5-way, 1-shot)
1:1 Accuracy· 2020-06-28
72.3
best: 76.6 (BAVARDAGE)
Laplacian Regularized Few-Shot Learning arXiv:2006.15486
Few-Shot Image ClassificationonDirichlet CUB-200 (5-way, 1-shot)
1:1 Accuracy· 2020-06-28
73.7
best: 82 (BAVARDAGE)
Laplacian Regularized Few-Shot Learning arXiv:2006.15486
Few-Shot Image ClassificationonDirichlet Mini-Imagenet (5-way, 1-shot)
1:1 Accuracy· 2020-06-28
65.4
best: 71 (BAVARDAGE)
Laplacian Regularized Few-Shot Learning arXiv:2006.15486
Few-Shot Image ClassificationonDirichlet Tiered-Imagenet (5-way, 1-shot)
1:1 Accuracy· 2020-06-28
72.3
best: 76.6 (BAVARDAGE)
Laplacian Regularized Few-Shot Learning arXiv:2006.15486