Pedestrian Detection on KAIST multispectral pedestrian dataset (All-dataset)
28.74Detection Rate (Near)ACF
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ACFsettings=All-dataset2024.04 | 28.74 | 53.67 | 88.2 | 62.94 | 81.4 | 88.08 | 64.31 | 75.06 | 67.74 | |
| Halfway Fusionsettings=All-dataset2024.04 | 8.13 | 30.34 | 75.7 | 43.13 | 65.21 | 74.36 | 47.58 | 52.35 | 49.18 | |
| CIANsettings=All-dataset2024.04 | 3.71 | 19.04 | 55.82 | 30.31 | 41.57 | 62.48 | 36.02 | 32.38 | 35.53 | |
| MSDS-R-CNNsettings=All-dataset2024.04 | 1.29 | 16.19 | 63.73 | 29.86 | 38.71 | 63.37 | 32.06 | 38.83 | 34.15 | |
| IAF R-CNNsettings=All-dataset2024.04 | 0.96 | 25.54 | 77.84 | 40.17 | 48.4 | 69.76 | 42.46 | 47.7 | 44.23 | |
| FusionRPN+BFsettings=All-dataset2024.04 | 0.04 | 30.87 | 88.86 | 47.45 | 56.1 | 72.2 | 52.33 | 51.09 | 51.7 | |
| IATDNN+IASSsettings=All-dataset2024.04 | 0.04 | 28.55 | 83.42 | 45.43 | 46.25 | 64.57 | 49.02 | 49.37 | 48.96 | |
| AR-CNNsettings=All-dataset2024.04 | 0 | 16.08 | 69 | 31.4 | 38.63 | 55.73 | 34.36 | 36.12 | 34.95 | |
| MBNetsettings=All-dataset2024.04 | 0 | 16.07 | 55.99 | 27.74 | 35.43 | 59.14 | 32.37 | 30.95 | 31.87 | |
| TSFADetsettings=All-dataset2024.04 | 0 | 15.99 | 50.71 | 25.63 | 37.29 | 65.67 | 31.76 | 27.44 | 30.74 | |
| CMPDsettings=All-dataset2024.04 | 0 | 12.99 | 51.22 | 24.04 | 33.88 | 59.37 | 28.3 | 30.56 | 28.98 | |
| CAGTDetsettings=All-dataset2024.04 | 0 | 14 | 49.4 | 24.48 | 33.2 | 59.35 | 28.79 | 27.73 | 28.96 | |
| C2Formersettings=All-dataset2024.04 | 0 | 13.71 | 48.14 | 23.91 | 32.84 | 57.81 | 28.48 | 26.67 | 28.39 | |
| UniRGB-IRsettings=All-dataset2024.04 | 0 | 13.44 | 38.21 | 20.26 | 31.67 | 55.03 | 25.93 | 23.95 | 25.21 |