Multi-view crowd counting on PETS 2009 (test)
3.29MAEMVPR
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| MVPRAnnotating Rate=20%, Variant=Vanilla2025.12 | 3.29 | 3.29 | 5.56 | 6.48 | 4.46 | 0.121 | |
| MVURAnnotating Rate=20%2025.12 | 3.33 | 3.33 | 5.3 | 6.13 | 4.54 | 0.12 | |
| PatchRankingAnnotating Rate=20%2025.12 | 3.45 | 3.45 | 5.7 | 7.19 | 4.52 | 0.121 | |
| PatchRankingAnnotating Rate=10%2025.12 | 3.56 | 3.56 | 6.06 | 7.17 | 4.69 | 0.126 | |
| IRASTAnnotating Rate=10%2025.12 | 3.6 | 3.6 | 6.88 | 7.95 | 4.69 | 0.125 | |
| MVURAnnotating Rate=10%2025.12 | 3.6 | 3.6 | 5.41 | 6.23 | 4.94 | 0.122 | |
| MVPRAnnotating Rate=10%, Variant=Vanilla2025.12 | 3.63 | 3.63 | 5.44 | 6.25 | 4.94 | 0.125 | |
| MVURAnnotating Rate=5%2025.12 | 3.68 | 3.68 | 5.92 | 6.83 | 4.88 | 0.127 | |
| IRASTAnnotating Rate=20%2025.12 | 3.7 | 3.7 | 6.58 | 7.77 | 4.85 | 0.128 | |
| Baseline2Annotating Rate=20%2025.12 | 3.7 | 3.7 | 6 | 6.65 | 4.73 | 0.125 | |
| MVPRAnnotating Rate=5%, Variant=Vanilla2025.12 | 3.71 | 3.71 | 5.99 | 6.88 | 4.94 | 0.126 | |
| Baseline2Annotating Rate=10%2025.12 | 3.73 | 3.73 | 6.04 | 6.89 | 5.02 | 0.126 | |
| Baseline1Annotating Rate=20%2025.12 | 3.75 | 3.75 | 6.12 | 7.14 | 5.02 | 0.125 | |
| PatchRankingAnnotating Rate=5%2025.12 | 3.85 | 3.85 | 6.16 | 7.32 | 5.15 | 0.13 | |
| CountFormerAnnotating Rate=20%2025.12 | 3.85 | 3.85 | 5.52 | 7.04 | 4.93 | 0.14 | |
| Baseline1Annotating Rate=10%2025.12 | 3.88 | 3.88 | 6.1 | 7.28 | 5.23 | 0.135 | |
| Baseline2Annotating Rate=5%2025.12 | 3.88 | 3.88 | 6.17 | 7.21 | 5.08 | 0.132 | |
| IRASTAnnotating Rate=5%2025.12 | 4.02 | 4.02 | 7.59 | 9.09 | 5.13 | 0.14 | |
| DACountAnnotating Rate=20%2025.12 | 4.07 | 4.07 | 5.93 | 6.8 | 5.3 | 0.149 | |
| CountFormerAnnotating Rate=10%2025.12 | 4.1 | 4.1 | 6.08 | 7.82 | 5.24 | 0.149 | |
| Baseline1Annotating Rate=5%2025.12 | 4.1 | 4.1 | 6.29 | 7.31 | 5.41 | 0.139 | |
| DACountAnnotating Rate=10%2025.12 | 4.29 | 4.29 | 6.75 | 7.62 | 5.37 | 0.145 | |
| DACountAnnotating Rate=5%2025.12 | 4.44 | 4.44 | 6.85 | 7.76 | 5.49 | 0.149 | |
| CountFormerAnnotating Rate=5%2025.12 | 5.31 | 5.31 | 7.11 | 8.36 | 6.56 | 0.155 | |
| P2RAnnotating Rate=20%2025.12 | 6.78 | 6.78 | — | — | 8.63 | 0.228 | |
| P2RAnnotating Rate=10%2025.12 | 7.23 | 7.23 | — | — | 8.91 | 0.239 | |
| P2RAnnotating Rate=5%2025.12 | 8.48 | 8.48 | — | — | 10.77 | 0.295 |