LLM Cascade Performance under Adversarial Attack on LLM Cascade Configuration baseline (test) benchmark leaderboard · SOTA2 Research

LLM Cascade Performance under Adversarial Attack on LLM Cascade Configuration baseline (test)

84.5Cascade AccuracyInitial cascade

Evaluation Results

Method	Links
Initial cascade2026.05		84.5	59.1	54.5	0.6	85	102	85
Initial cascade2026.05		83.5	37.5	71	3.4	85	51.8	87
Initial cascade2026.05		82.5	19.4	67	0.9	84	49.8	82.5
Initial cascade2026.05		78	10.37	48	0.51	76	25.19	86.5
Joint-target Attack2026.05		51	29.1	50	3.4	74	53.2	59
Joint-target Attack2026.05		49.5	16.7	36	1.1	74	53.2	67
Joint-target Attack2026.05		45.5	40.8	34.5	0.7	51	113.4	59.5
Joint-target Attack2026.05		43.5	15.6	29	1	69	55.5	52
Joint-target Attack2026.05		21	9.3	16	0.63	63	25.47	18