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/XDED (ResNet-18)

XDED (ResNet-18)

Reported on 4 benchmarks across 2 tasks · 1 paper

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

Methodology4 results

Domain AdaptationonPACS
Average Accuracy· 2022-11-25
86.4
best: 99 (SIMPLE+)
Cross-Domain Ensemble Distillation for Domain Generalization arXiv:2211.14058
Domain AdaptationonPACS
Average Accuracy· 2022-11-25
86.4
best: 99 (SIMPLE+)
Cross-Domain Ensemble Distillation for Domain Generalization arXiv:2211.14058
Domain AdaptationonOffice-Home
Average Accuracy
67.4
best: 90.6 (MoA (OpenCLIP, ViT-B/16))
Domain AdaptationonOffice-Home
Average Accuracy
67.4
best: 90.6 (MoA (OpenCLIP, ViT-B/16))

Computer Vision4 results

Domain GeneralizationonPACS
Average Accuracy· 2022-11-25
86.4
best: 99 (SIMPLE+)
Cross-Domain Ensemble Distillation for Domain Generalization arXiv:2211.14058
Domain GeneralizationonPACS
Average Accuracy· 2022-11-25
86.4
best: 99 (SIMPLE+)
Cross-Domain Ensemble Distillation for Domain Generalization arXiv:2211.14058
Domain GeneralizationonOffice-Home
Average Accuracy
67.4
best: 90.6 (MoA (OpenCLIP, ViT-B/16))
Domain GeneralizationonOffice-Home
Average Accuracy
67.4
best: 90.6 (MoA (OpenCLIP, ViT-B/16))