Anomaly Detection on CMS AD trigger Run 283408 benchmark leaderboard · SOTA2 Research

Anomaly Detection on CMS AD trigger Run 283408

68.8TPR (Combined)DSPOT

Evaluation Results

Method	Links
DSPOT2026.06		68.8	68.8	81	56.7	0.2	0.2	0.2	99.8	31.2	99.8	99.7	99.6	81.5	89.3	72.2
L-GRPO2026.06		59.6	59.6	75.7	43.5	0.2	0.2	0.2	99.8	40.4	99.8	99.7	99.3	74.6	86	59.1
CPO2026.06		59.4	59.4	75.6	43.2	0.2	0.2	0.2	99.8	40.6	99.8	99.7	99.3	74	85.9	58.6
DQN2026.06		58.2	58.2	75.9	40.4	0.2	0.2	0.2	99.8	41.8	99.7	99.7	99.4	73.5	86.2	57.5
GFPO-F2026.06		58	58	75.7	40.2	0.2	0.2	0.2	99.8	42	99.8	99.7	99.4	73.3	86.1	57.2
GRPO2026.06		57.8	57.8	75.5	40.1	0.2	0.2	0.2	99.8	42.2	99.8	99.7	99.4	73.2	85.9	57.1
GFPO-FR2026.06		57.8	57.8	75.5	40.1	0.2	0.2	0.2	99.8	42.2	99.8	99.7	99.4	73.2	85.9	57.1
ADT2026.06		57.4	57.4	75.4	39.4	0.2	0.2	0.2	99.8	42.6	99.8	99.7	99.4	72.9	85.8	56.5
PID2026.06		57.3	57.3	75.3	39.2	0.2	0.2	0.2	99.8	42.7	99.8	99.7	99.4	72.8	85.8	56.3
PPO2026.06		56.5	56.5	74.8	38.3	0.2	0.2	0.2	99.8	43.5	99.8	99.7	99.4	72.2	85.4	55.3
Constant2026.06		42.3	42.3	62.5	22.1	0.1	0.1	0.1	99.9	57.7	99.9	99.8	99.5	59.4	76.9	36.2