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Benchmarks
Evidence Retrieval on FEVER frozen 100-client instance (held-out)
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55
Accuracy
FedMark-FM
5.6
18.425
31.25
44.075
Jul 8, 2026
Accuracy
Utilization / Cost
Rare Item Retention Rate
Stratified Selection Metric
Updated 16d ago
Evaluation Results
Method
Method
Links
Accuracy
Utilization / Cost
Rare Item Retention Rate
Stratified Selection Metric
FedMark-FM
Calls=351, Budget=fixed
2026.07
55
0.126
100
0
Equal
Calls=0, Budget=fixed
2026.07
51.7
0.116
100
0
Shapley-UCB
Calls=351, Budget=fixed
2026.07
51.7
0.117
100
0.33
Retrieval similarity
Calls=0, Budget=fixed
2026.07
44.2
0.1
67
0.33
Leave-one-out
Calls=117, Budget=fixed
2026.07
10.8
0.025
33
10.67
Volume
Calls=0, Budget=fixed
2026.07
9.2
0.02
0
12
FL-Shapley
Calls=351, Budget=fixed
2026.07
7.5
0.017
0
4.67
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