TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

SotA/Methodology/Federated Learning/Cityscapes heterogeneous

Federated Learning on Cityscapes heterogeneous

Metric: mIoU (higher is better)

LeaderboardDataset
Loading chart...

Results

Submit a result
#Model↕mIoU▼AugmentationsPaperDate↕Code
1SiloBN + ASAM49.75NoImproving Generalization in Federated Learning b...2022-03-22Code
2SiloBN + SAM49.1NoImproving Generalization in Federated Learning b...2022-03-22Code
3SiloBN45.96NoImproving Generalization in Federated Learning b...2022-03-22Code
4FedSAM + SWA43.42NoImproving Generalization in Federated Learning b...2022-03-22Code
5FedASAM + SWA43.02NoImproving Generalization in Federated Learning b...2022-03-22Code
6FedAvg + SWA42.48NoImproving Generalization in Federated Learning b...2022-03-22Code
7FedASAM42.27NoImproving Generalization in Federated Learning b...2022-03-22Code
8FedSAM41.22NoImproving Generalization in Federated Learning b...2022-03-22Code
9FedAvg38.65NoImproving Generalization in Federated Learning b...2022-03-22Code