BOSS

Reported on 6 benchmarks across 3 tasks · 2 papers · 6 SOTA

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

Medical4 results

Image GenerationonAFHQ Cat
clean-FID· 2023-12-27
22.2
SOTA
Bellman Optimal Stepsize Straightening of Flow-Matching Models arXiv:2312.16414
Image GenerationonLSUN Bedroom
clean-FID· 2023-12-27
12.13
SOTA
Bellman Optimal Stepsize Straightening of Flow-Matching Models arXiv:2312.16414
Image GenerationonCelebA-HQ 256x256
clean-FID· 2023-12-27
20.13
SOTA
Bellman Optimal Stepsize Straightening of Flow-Matching Models arXiv:2312.16414
Image GenerationonLSUN Churches 256 x 256
clean-FID· 2023-12-27
13.21
SOTA
Bellman Optimal Stepsize Straightening of Flow-Matching Models arXiv:2312.16414

Computer Vision2 results

Image Classificationoncifar-10, 10 Labels
Accuracy (Test)· 2020-06-16
95.1
SOTA
Building One-Shot Semi-supervised (BOSS) Learning up to Fully Supervised Performance arXiv:2006.09363
Semi-Supervised Image Classificationoncifar-10, 10 Labels
Accuracy (Test)· 2020-06-16
95.1
SOTA
Building One-Shot Semi-supervised (BOSS) Learning up to Fully Supervised Performance arXiv:2006.09363