Out-of-Distribution Detection on CLEAR10 ID
99.66AUROC (COCO)T-QPM
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| T-QPMt (timestep)=22026.03 | 99.66 | 99.16 | 99.65 | 99.86 | 97.49 | |
| T-QPMt (timestep)=12026.03 | 99.62 | 99.18 | 99.68 | 99.87 | 97.45 | |
| T-QPMt (timestep)=02026.03 | 99.6 | 99.2 | 99.65 | 99.77 | 97.4 | |
| T-QPMt (timestep)=32026.03 | 99.6 | 99.15 | 99.7 | 99.49 | 97.55 | |
| T-QPMt (timestep)=42026.03 | 99.55 | 99.1 | 99.6 | 99.6 | 97.7 | |
| T-QPMt (timestep)=52026.03 | 99.5 | 99.05 | 99.55 | 99.5 | 97.8 | |
| T-QPMt (timestep)=82026.03 | 99.49 | 98.95 | 99.07 | 99.57 | 98.12 | |
| T-QPMt (timestep)=62026.03 | 99.48 | 99 | 99.5 | 99.5 | 97.9 | |
| T-QPMt (timestep)=72026.03 | 99.45 | 98.98 | 99.48 | 99.7 | 98 | |
| T-QPMt (timestep)=92026.03 | 99.28 | 98.85 | 99 | 99.5 | 98 | |
| DPMt (timestep)=02026.03 | 97.63 | 98.4 | 98.35 | 98.55 | 93.4 | |
| DPMt (timestep)=32026.03 | 97.43 | 98.3 | 98.31 | 98.6 | 92.95 | |
| DPMt (timestep)=12026.03 | 97.35 | 98.35 | 98.28 | 98.5 | 93.2 | |
| DPMt (timestep)=22026.03 | 97.21 | 98.48 | 98.2 | 98.53 | 93.18 | |
| DPMt (timestep)=42026.03 | 96.9 | 98.1 | 98.05 | 98.45 | 92.6 | |
| DPMt (timestep)=52026.03 | 96.85 | 97.95 | 97.91 | 98.35 | 92.2 | |
| DPMt (timestep)=62026.03 | 96.81 | 97.7 | 97.84 | 98.2 | 91.9 | |
| DPMt (timestep)=92026.03 | 96.59 | 94.6 | 97.72 | 98.4 | 89.9 | |
| DPMt (timestep)=72026.03 | 96.57 | 97.4 | 97.82 | 98 | 91.2 | |
| DPMt (timestep)=82026.03 | 96.3 | 94.74 | 97.56 | 98.57 | 90.52 | |
| DPMt=82026.03 | 9.66 | 14.7 | 8.31 | 9.29 | 38.66 | |
| DPMt=92026.03 | 9.32 | 15.5 | 7.3 | 9.8 | 40.5 | |
| DPMt=12026.03 | 8.78 | 9.8 | 6.02 | 7.5 | 24.2 | |
| DPMt=52026.03 | 8.66 | 12.5 | 6.61 | 8.6 | 30 | |
| DPMt=42026.03 | 8.62 | 11 | 6.21 | 8.2 | 28 | |
| DPMt=22026.03 | 8.61 | 9.51 | 6.02 | 7.35 | 23.06 | |
| DPMt=62026.03 | 8.6 | 13.5 | 6.51 | 9 | 33 | |
| DPMt=72026.03 | 8.44 | 14.7 | 6.02 | 9.29 | 38.66 | |
| DPMt=32026.03 | 7.58 | 10.2 | 5.42 | 7.8 | 26 | |
| DPMt=02026.03 | 7.54 | 9.4 | 4.93 | 7.3 | 23 | |
| T-QPMt=62026.03 | 1.7 | 6.5 | 3 | 1.8 | 17.8 | |
| T-QPMt=52026.03 | 1.5 | 5.8 | 2.8 | 1.48 | 16.2 | |
| T-QPMt=92026.03 | 1.5 | 6 | 3.1 | 2.03 | 14.5 | |
| T-QPMt=42026.03 | 1.4 | 5.2 | 2.6 | 0.88 | 14.8 | |
| T-QPMt=32026.03 | 1.2 | 4.5 | 2.2 | 1.44 | 13.5 | |
| T-QPMt=72026.03 | 1.2 | 5.2 | 2.6 | 1.6 | 13.75 | |
| T-QPMt=82026.03 | 1.2 | 5.2 | 2.6 | 1.59 | 13.75 | |
| T-QPMt=12026.03 | 1.1 | 4.1 | 2 | 0.48 | 13 | |
| T-QPMt=02026.03 | 0.9 | 3.8 | 1.6 | 0.35 | 12.2 | |
| T-QPMt=22026.03 | 0.89 | 3.65 | 1.63 | 0.46 | 11.85 |