KD-based ViT-Tiny

Reported on 6 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.

Methodology3 results

Anomaly DetectiononHistoArtifacts
ACC· 2023-05-27
0.956
SOTA
Vision Transformers for Small Histological Datasets Learned through Knowledge Distillation arXiv:2305.17370
Anomaly DetectiononHistoArtifacts
F1· 2023-05-27
0.961
SOTA
Vision Transformers for Small Histological Datasets Learned through Knowledge Distillation arXiv:2305.17370
Anomaly DetectiononHistoArtifacts
MCC· 2023-05-27
0.911
best: 0.99 (DKL_101010)
SOTA
Vision Transformers for Small Histological Datasets Learned through Knowledge Distillation arXiv:2305.17370

Computer Vision3 results

3D Anomaly DetectiononHistoArtifacts
ACC· 2023-05-27
0.956
SOTA
Vision Transformers for Small Histological Datasets Learned through Knowledge Distillation arXiv:2305.17370
3D Anomaly DetectiononHistoArtifacts
F1· 2023-05-27
0.961
SOTA
Vision Transformers for Small Histological Datasets Learned through Knowledge Distillation arXiv:2305.17370
3D Anomaly DetectiononHistoArtifacts
MCC· 2023-05-27
0.911
best: 0.99 (DKL_101010)
SOTA
Vision Transformers for Small Histological Datasets Learned through Knowledge Distillation arXiv:2305.17370