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Semantic Segmentation on Seismic Datasets Average across TGS, SEAM, F3, GBS

0.4965Average IoUFG-WEIGHTED
0.455940.466470.4770.48753Jun 12, 2026

Evaluation results

MethodLinks
FG-WEIGHTEDAggregation Strategy=FG-WEIGHTED, Backbone=Small U-Net2026.060.4965
FedNovaAggregation Strategy=FedNova, Backbone=Small U-Net2026.060.4782
FedAvgAggregation Strategy=FedAvg, Backbone=Small U-Net2026.060.4743
FedAdamWAggregation Strategy=FedAdamW, Backbone=Small U-Net2026.060.4687
FedProxAggregation Strategy=FedProx, Backbone=Small U-Net2026.060.4641
FedOptAggregation Strategy=FedOpt, Backbone=Small U-Net2026.060.4575