efficient adaptive ensembling

Reported on 6 benchmarks across 1 task · 1 paper · 6 SOTA

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

Computer Vision6 results

Image ClassificationonStanford Cars
Accuracy· 2022-06-15
96.868
SOTA
Efficient Adaptive Ensembling for Image Classification arXiv:2206.07394
Image ClassificationonCIFAR-10
Accuracy· uses extra data· 2022-06-15
99.612
SOTA
Efficient Adaptive Ensembling for Image Classification arXiv:2206.07394
Image ClassificationonCINIC-10
Accuracy· 2022-06-15
95.064
best: 95.8 (VIT-L/16 (Spinal FC, Background))
SOTA
Efficient Adaptive Ensembling for Image Classification arXiv:2206.07394
Image ClassificationonFlower102
Accuracy· 2022-06-15
99.847
SOTA
Efficient Adaptive Ensembling for Image Classification arXiv:2206.07394
Image ClassificationonCIFAR-100
Accuracy· uses extra data· 2022-06-15
96.808
SOTA
Efficient Adaptive Ensembling for Image Classification arXiv:2206.07394
Image ClassificationonPets SAM
Accuracy· 2022-06-15
98.22
SOTA
Efficient Adaptive Ensembling for Image Classification arXiv:2206.07394