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Federated Continual Learning on OntoNotes
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50.8
Entity-level micro-F1
FedTA
37.176
40.713
44.25
47.787
May 29, 2026
Entity-level micro-F1
Updated 1mo ago
Evaluation Results
Method
Method
Links
Entity-level micro-F1
FedTA
2026.05
50.8
CSLR
matcher=Canonical
2026.05
48.6
CSLR-OptimalTransport
matcher=OptimalTransport
2026.05
44.7
CSLR-Hungarian
matcher=Hungarian
2026.05
44.1
DP-Stat-Share
2026.05
43
CSLR-NearestMean
matcher=NearestMean
2026.05
42.4
FedCIL + DP
2026.05
40.6
CSLR-NoAnchor (Random)
matcher=Random
2026.05
40.3
DP-SGD
replay=none
2026.05
37.7
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