JiGen (Resnet-18)

Reported on 4 benchmarks across 2 tasks · 1 paper · 2 SOTA

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

Methodology2 results

Domain AdaptationonNICO Animal
Accuracy· 2019-03-16
84.95
best: 88.72 (NAS-OoD)
SOTA
Domain Generalization by Solving Jigsaw Puzzles arXiv:1903.06864
Domain AdaptationonPACS
Average Accuracy· 2019-03-16
80.51
best: 99 (SIMPLE+)
Domain Generalization by Solving Jigsaw Puzzles arXiv:1903.06864

Computer Vision2 results

Domain GeneralizationonNICO Animal
Accuracy· 2019-03-16
84.95
best: 88.72 (NAS-OoD)
SOTA
Domain Generalization by Solving Jigsaw Puzzles arXiv:1903.06864
Domain GeneralizationonPACS
Average Accuracy· 2019-03-16
80.51
best: 99 (SIMPLE+)
Domain Generalization by Solving Jigsaw Puzzles arXiv:1903.06864