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Text Classification on AG News (Accuracy and Cost)

87.8AccuracyStatic specialist
86.65686.95387.2587.547May 7, 2026

Evaluation results

MethodLinks
Static specialistEval=hard top-k, Budget=0.752026.0587.80.75
Budgeted + hard adaptEval=hard top-k, Budget=0.502026.0587.60.5
Budgeted + hard adaptEval=hard top-k, Budget=0.752026.0587.40.75
DenseEval=full, Budget=1.002026.0587.21
Static specialistEval=hard top-k, Budget=0.502026.0586.70.5