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ResearchFormerly WizWand

LLM Cascade Performance under Adversarial Attack

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

LLM Cascade Configuration baseline (test)

Initial cascade

84.5Cascade Accuracy

9

May 19, 2026

LLM Cascade Configuration 16 baseline (test)

Initial cascade

82.5Cascade Accuracy

3

May 19, 2026

LLM Cascade Configuration (20) baseline (test)

Initial cascade

86Cascade Accuracy

2

May 19, 2026

LLM Cascade Configuration (18) baseline (test)

Initial cascade

82Cascade Accuracy

2

May 19, 2026

LLM Cascade Configuration 8 baseline (test)

Initial cascade

85Cascade Accuracy

2

May 19, 2026