Primitive Fitting on NYU v2 (test)
94.2AUC@50Ours (Ensemble)
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Ours (Ensemble)Ensemble=pos + neg, Refine=R -> S, K_total=35, K_negative=14.72024.05 | 94.2 | 88.7 | 81.5 | 68.9 | 0.125 | 0.0319 | |
| Ours (Individual)Ensemble=No, Refine=Yes, K_total=36, K_negative=122024.05 | 93.6 | 88.2 | 81.2 | 69 | 0.134 | 0.0314 | |
| Ours (Individual)Ensemble=No, Refine=Yes, K_total=36, K_negative=42024.05 | 93.5 | 87.8 | 80.6 | 67.7 | 0.138 | 0.0335 | |
| Ours (Individual)Ensemble=No, Refine=Yes, K_total=36, K_negative=162024.05 | 93.5 | 87.9 | 80.8 | 68.2 | 0.136 | 0.0324 | |
| Ours (Individual)Ensemble=No, Refine=Yes, K_total=36, K_negative=02024.05 | 93.4 | 87.6 | 79.9 | 66.4 | 0.141 | 0.0358 | |
| Ours (Individual)Ensemble=No, Refine=Yes, K_total=36, K_negative=82024.05 | 93.4 | 87.9 | 80.7 | 68.1 | 0.139 | 0.0351 | |
| Ours (Individual)Ensemble=No, Refine=Yes, K_total=36, K_negative=202024.05 | 93.4 | 87.6 | 80.2 | 67.6 | 0.138 | 0.0337 | |
| Ours (Individual)Ensemble=No, Refine=Yes, K_total=36, K_negative=242024.05 | 93.4 | 87.5 | 80 | 67.1 | 0.139 | 0.0337 | |
| Ours (Individual)Ensemble=No, Refine=Yes, K_total=36, K_negative=282024.05 | 93.4 | 87.5 | 80 | 67.2 | 0.14 | 0.0338 | |
| Ours (Individual)Ensemble=No, Refine=Yes, K_total=36, K_negative=322024.05 | 93.4 | 87.3 | 79.6 | 66.5 | 0.141 | 0.0346 | |
| Ours (Ensemble)Ensemble=pos, Refine=R -> S, K_total=33.6, K_negative=02024.05 | 93.4 | 87.5 | 79.7 | 66.1 | 0.14 | 0.0366 | |
| Ours (Individual)Ensemble=No, Refine=Yes, K_total=24, K_negative=82024.05 | 93.2 | 87.2 | 79.5 | 66.3 | 0.144 | 0.0349 | |
| Ours (Ensemble)Ensemble=pos + neg, Refine=S -> R, K_total=29, K_negative=10.42024.05 | 93.1 | 86.9 | 79 | 65.8 | 0.147 | 0.0363 | |
| Ours (Individual)Ensemble=No, Refine=Yes, K_total=24, K_negative=42024.05 | 92.9 | 86.5 | 78.4 | 64.9 | 0.149 | 0.0395 | |
| Ours (Individual)Ensemble=No, Refine=Yes, K_total=24, K_negative=02024.05 | 92.8 | 86.2 | 77.7 | 63.4 | 0.154 | 0.04 | |
| Ours (Individual)Ensemble=No, Refine=Yes, K_total=24, K_negative=202024.05 | 92.8 | 86 | 77.3 | 63.2 | 0.154 | 0.0392 | |
| Ours (Individual)Ensemble=No, Refine=Yes, K_total=24, K_negative=122024.05 | 92.7 | 86.2 | 77.9 | 64.5 | 0.155 | 0.0414 | |
| Ours (Individual)Ensemble=No, Refine=Yes, K_total=24, K_negative=162024.05 | 92.7 | 85.9 | 77.4 | 63.7 | 0.154 | 0.0385 | |
| Ours (Ensemble)Ensemble=pos, Refine=S -> R, K_total=26.1, K_negative=02024.05 | 92.6 | 86 | 77.5 | 63.4 | 0.157 | 0.0407 | |
| Ours (Individual)Ensemble=No, Refine=Yes, K_total=12, K_negative=42024.05 | 91.7 | 84 | 74.4 | 59.7 | 0.178 | 0.045 | |
| Ours (Individual)Ensemble=No, Refine=Yes, K_total=12, K_negative=02024.05 | 91 | 82.7 | 72.5 | 57.2 | 0.186 | 0.0507 | |
| Ours (Individual)Ensemble=No, Refine=Yes, K_total=12, K_negative=82024.05 | 90.8 | 82.1 | 71.7 | 56.8 | 0.195 | 0.0523 | |
| Vavilala (2023)Ensemble=No, Refine=Yes, K_total=13.9, K_negative=02024.05 | 86.9 | 72.5 | 56.5 | 38.2 | 0.266 | 0.101 | |
| Kluger (2021)Ensemble=No, Refine=N/A, K_total=-, K_negative=02024.05 | 77.2 | 62.7 | 49.1 | 34.3 | 0.208 | — |