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Anomaly Detection on CMS Run 283408 (real collision data)

68.8TPR (Combined)

DSPOT

Updated 1mo ago

Evaluation Results

Method
DSPOT 2026.06	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
DSPOT 2026.06	66.7	66.7	94	28.2	0.2	0.2	0.2	99.8	33.3	99.8	99.8	99.2	80	98.9	51
GFPO-FR 2026.06	65.6	65.6	97.8	33.4	0.3	0.3	0.3	99.7	34.4	99.8	99.7	99.3	79.1	98.7	49.9
PID 2026.06	65.4	65.4	97.5	33.3	0.2	0.2	0.2	99.8	34.6	99.8	99.7	99.3	79	98.6	49.9
L-GRPO 2026.06	65.4	65.4	97.7	33.2	0.2	0.2	0.2	99.8	34.6	99.8	99.7	99.2	79	98.7	49
GFPO-F 2026.06	65.4	65.4	97.7	33.2	0.2	0.2	0.2	99.8	34.6	99.8	99.7	99.3	79.1	98.7	49.9
DQN 2026.06	65.3	65.3	97.5	33.1	0.2	0.2	0.2	99.8	34.7	99.8	99.7	99.3	79	98.6	49.6
PPO 2026.06	65.3	65.3	97.5	33.1	0.2	0.2	0.2	99.8	34.7	99.8	99.7	99.3	79	98.6	49.6
GRPO 2026.06	65.3	65.3	97.5	33.1	0.2	0.2	0.2	99.8	34.7	99.8	99.7	99.3	78.9	98.6	49.8
CPO 2026.06	65.1	65.1	97.4	32.9	0.2	0.2	0.2	99.75	34.9	99.8	99.7	99.2	78.7	98.5	48.7
ADT 2026.06	64.9	64.9	97.1	32.8	0.2	0.2	0.2	99.8	35.1	99.8	99.8	99.3	78.7	98.4	49.3
L-GRPO 2026.06	59.5	59.5	75.7	43.3	0.2	0.2	0.2	99.8	40.5	99.8	99.7	99.3	74.5	85.9	58.9
CPO 2026.06	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
PPO 2026.06	58.4	58.4	76.2	40.6	0.3	0.3	0.3	99.7	41.6	99.8	99.7	99.4	73.7	86.4	57.7
GFPO-FR 2026.06	58.1	58.1	75.9	40.3	0.2	0.2	0.2	99.8	41.9	99.8	99.7	99.4	73.4	86.2	57.3
GFPO-F 2026.06	58	58	75.8	40.2	0.2	0.2	0.2	99.8	42	99.8	99.7	99.4	73.4	86.1	57.3
ADT 2026.06	57.9	57.9	75.8	39.9	0.3	0.3	0.3	99.7	42.1	99.8	99.7	99.4	73.3	86.1	57
GRPO 2026.06	57.4	57.4	75.6	39.1	0.2	0.2	0.2	99.8	42.6	99.8	99.7	99.4	72.8	86	56.1
PID 2026.06	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
DQN 2026.06	57	57	75.1	39	0.2	0.2	0.2	99.8	43	99.8	99.7	99.4	72.6	85.7	56
Constant 2026.06	56.8	56.8	91.3	22.3	0.1	0.1	0.1	99.9	43.2	99.9	99.9	99.4	72.4	95.4	36.4
Constant 2026.06	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