Anomaly Detection on CMS AD trigger Run 283408
68.8TPR (Combined)DSPOT
Evaluation results
| Method | Links | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| DSPOTtraining_mode=continual test-time training2026.06 | 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-GRPOtraining_mode=continual test-time training2026.06 | 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 | |
| CPOtraining_mode=continual test-time training2026.06 | 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 | |
| DQNtraining_mode=continual test-time training2026.06 | 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-Ftraining_mode=continual test-time training2026.06 | 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 | |
| GRPOtraining_mode=continual test-time training2026.06 | 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-FRtraining_mode=continual test-time training2026.06 | 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 | |
| ADTtraining_mode=continual test-time training2026.06 | 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 | |
| PIDtraining_mode=continual test-time training2026.06 | 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 | |
| PPOtraining_mode=continual test-time training2026.06 | 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 |