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Financial Open-ended Question Answering on FinQA (test)

3.9697Token PerplexityDEEPFUSION
3.9668963.9858234.004754.023677Feb 15, 2026

Evaluation results

MethodLinks
DEEPFUSIONNumber of participating edge devices (N)=162026.023.9697
DEEPFUSIONNumber of participating edge devices (N)=322026.023.97
FedJETSNumber of participating edge devices (N)=162026.023.9717
DEEPFUSIONNumber of participating edge devices (N)=1282026.023.9723
DEEPFUSIONNumber of participating edge devices (N)=642026.023.9774
FedKMTNumber of participating edge devices (N)=322026.023.9811
FedJETSNumber of participating edge devices (N)=322026.023.9863
FedKMTNumber of participating edge devices (N)=162026.023.9908
FedKMTNumber of participating edge devices (N)=642026.023.9941
FedJETSNumber of participating edge devices (N)=642026.023.9987
FedJETSNumber of participating edge devices (N)=1282026.024.0006
FedKMTNumber of participating edge devices (N)=1282026.024.003
OFA-KDNumber of participating edge devices (N)=642026.024.0224
OFA-KDNumber of participating edge devices (N)=1282026.024.0333
OFA-KDNumber of participating edge devices (N)=162026.024.0375
OFA-KDNumber of participating edge devices (N)=322026.024.0398