Prompt Injection Detection on AgentDojo (Precision/Recall Metrics) benchmark leaderboard · SOTA2 Research

Prompt Injection Detection on AgentDojo (Precision/Recall Metrics)

92.1Source PrecisionPI-Hunter

Evaluation Results

Method	Links
PI-Hunter2026.06		92.1	89.6	89.4	81.3
PI-Hunter2026.06		92	91.5	92.2	87.1
PI-Hunter2026.06		90.7	89.4	90.8	87.1
PI-Hunter2026.06		89.1	81.6	93.8	77.8
PI-Hunter2026.06		87.7	71.4	95.7	82.5
PI-Hunter2026.06		87.7	70.9	92.8	69.3
PI-Hunter2026.06		87.3	88.1	86.8	84
PI-Hunter2026.06		87	64.3	90.5	74.2
Baseline2026.06		85.4	61.2	91.7	72.9
Baseline2026.06		83.9	59.2	84.4	67.7
PI-Hunter2026.06		83.4	60.4	78.8	74.5
Baseline2026.06		82.9	57.9	86.8	63.5
Baseline2026.06		82.6	51.9	85.4	64.6
PI-Hunter2026.06		81.2	77.1	82	82.6
PI-Hunter2026.06		80.3	67.1	75.3	65
PI-Hunter2026.06		79.6	83.4	80.6	82.4
Baseline2026.06		77.3	49.7	71.7	57.3
PI-Hunter2026.06		77.3	68.1	80.7	57
PI-Hunter2026.06		75.4	67.6	80	84.5
PI-Hunter2026.06		73.4	61.9	70.7	84.8
Baseline2026.06		73.4	51.6	72.5	49.6
Baseline2026.06		71.9	48.2	73.1	60.4
Baseline2026.06		70.3	55.5	68.8	57.2
Baseline2026.06		59.4	46.4	56.9	44.8
Baseline2026.06		59	36.5	55.8	43.7
Baseline2026.06		57.6	26.7	72.4	42.7
Baseline2026.06		55.8	25.5	67.5	43.6
Baseline2026.06		50.5	24.1	68.8	37.5
Baseline2026.06		49	24.8	60.9	42.2
Baseline2026.06		36	22.1	50	34.8