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ResearchFormerly WizWand

Downstream Task Accuracy on FEVER card (test)

63.3Accuracy (FEVER card)FedMark-FM
4.74819.94935.1550.351Jul 8, 2026
Updated 4mo ago

Evaluation results

MethodLinks
FedMark-FMNumber of clients=2002026.0763.3
Shapley-UCBNumber of clients=2002026.0759.2
Shapley-UCBNumber of clients=1002026.0754.5
FedMark-FMNumber of clients=1002026.0754
EqualNumber of clients=2002026.0751.7
EqualNumber of clients=1002026.0750
Retrieval similarityNumber of clients=2002026.0748.3
EqualNumber of clients=502026.0747.5
Retrieval similarityNumber of clients=1002026.0746.5
FedMark-FMNumber of clients=502026.0746.5
Shapley-UCBNumber of clients=502026.0745.5
Retrieval similarityNumber of clients=502026.0742
FL-ShapleyNumber of clients=502026.0720.5
Leave-one-outNumber of clients=2002026.0713.3
FL-ShapleyNumber of clients=2002026.0710.8
VolumeNumber of clients=2002026.0710
Leave-one-outNumber of clients=1002026.0710
FL-ShapleyNumber of clients=1002026.079.5
VolumeNumber of clients=1002026.079
Leave-one-outNumber of clients=502026.078.5
VolumeNumber of clients=502026.077