Crowd Counting on RGBT-CC (test)
10.18GAME (0)RACANet
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| RACANetBackbone=PVTv2 [35]2026.04 | 10.18 | 14.19 | 18.12 | 25.33 | 18.13 | |
| BMVenue=ECCV2024, Type=RGB-T2026.05 | 10.19 | 13.61 | 17.65 | 23.64 | 17.32 | |
| TDCountType=T2026.05 | 10.62 | 14.04 | 17.69 | 23.64 | 19.57 | |
| MISF-NetBackbone=VGG-16 [29]2026.04 | 10.9 | 14.87 | 19.65 | 29.18 | 19.42 | |
| MSDTransVenue=BMVC2022, Type=RGB-T2026.05 | 10.9 | 14.81 | 19.02 | 26.14 | 18.79 | |
| MIST-NetVenue=TMM2025, Type=RGB-T2026.05 | 10.9 | 14.87 | 19.65 | 29.18 | 19.42 | |
| RGBT-BoosterVenue=IOT2025, Type=RGB-T2026.05 | 10.91 | 14.65 | 18.75 | 25.73 | 19.96 | |
| VPMFNetVenue=IoT2024, Type=RGB-T2026.05 | 10.99 | 15.17 | 20.07 | 28.03 | 19.61 | |
| BGDFNetBackbone=VGG-16 [29]2026.04 | 11 | 15.04 | 19.86 | 29.72 | 19.05 | |
| BGDFNetVenue=TIM2024, Type=RGB-T2026.05 | 11 | 15.04 | 19.86 | 29.72 | 19.05 | |
| CAGNetVenue=ESWA2024, Type=RGB-T2026.05 | 11.06 | 14.73 | 18.94 | 25.76 | 17.83 | |
| CFAF-NetBackbone=VGG-19 [29]2026.04 | 11.07 | 14.96 | 19.65 | 29.05 | 18.83 | |
| CrowdAlignBackbone=VGG-19 [29]2026.04 | 11.07 | 14.83 | 19.44 | 28.65 | 19.78 | |
| C4-MIMVenue=CIS2024, Type=RGB-T2026.05 | 11.08 | 14.85 | 19.05 | 24.94 | 19.71 | |
| EAEFNetPre-trained on ImageNet=true2023.03 | 11.19 | 14.99 | 19.2 | 27.13 | 19.39 | |
| MEVenue=BMVC2024, Type=RGB-T2026.05 | 11.23 | 14.98 | 18.91 | 26.54 | 19.85 | |
| CMFXVenue=NN2025, Type=RGB-T2026.05 | 11.25 | 15.33 | 19.62 | 26.14 | 19.38 | |
| MC3NetBackbone=ConvNeXt [22]2026.04 | 11.47 | 15.06 | 19.4 | 27.95 | 20.59 | |
| MC3NetVenue=TITS2023, Type=RGB-T2026.05 | 11.47 | 15.06 | 19.4 | 27.95 | 20.59 | |
| MCNBackbone=PoolFormer [38]2026.04 | 11.56 | 15.92 | 20.16 | 28.06 | 19.02 | |
| MJPNet-TVenue=IoT2024, Type=RGB-T2026.05 | 11.56 | 16.36 | 20.95 | 28.91 | 17.83 | |
| R2TVenue=KBS2022, Type=RGB-T2026.05 | 11.63 | 16.7 | 22.12 | 32.32 | 21.28 | |
| DEFNetPre-trained on ImageNet=true2023.03 | 11.9 | 16.08 | 20.19 | 27.27 | 21.09 | |
| DEFNetBackbone=VGG-16 [29]2026.04 | 11.9 | 16.08 | 20.19 | 27.27 | 21.09 | |
| DEFNetVenue=TITS2022, Type=RGB-T2026.05 | 11.9 | 16.08 | 20.19 | 27.27 | 21.09 | |
| MIANetBackbone=VGG-19 [29]2026.04 | 11.97 | 15.65 | 19.93 | 27.54 | 22.17 | |
| CGINetBackbone=ConvNeXt [22]2026.04 | 12.07 | 15.98 | 20.06 | 27.73 | 20.54 | |
| GETANetBackbone=PVT [34]2026.04 | 12.14 | 15.98 | 19.4 | 28.61 | 22.17 | |
| MSPNetBackbone=IR-50 [1]2026.04 | 12.2 | 16.5 | 20.51 | 27.84 | 21.49 | |
| MSPNetVenue=TCE2025, Type=RGB-T2026.05 | 12.2 | 16.5 | 20.51 | 27.84 | 21.49 | |
| TAFNet2023.03 | 12.38 | 16.98 | 21.86 | 30.19 | 22.45 | |
| TAFNetVenue=ISCAS2022, Type=RGB-T2026.05 | 12.38 | 16.98 | 21.86 | 30.19 | 22.45 | |
| CSA-NetBackbone=VGG-19 [29]2026.04 | 12.45 | 16.46 | 21.48 | 30.62 | 21.64 | |
| EAEFNet2023.03 | 12.58 | 17.24 | 22.33 | 30.88 | 21.85 | |
| CSCABackbone=VGG-19 [29]2026.04 | 13.5 | 18.63 | 23.59 | 31.59 | 24.83 | |
| CSCAVenue=PR2025, Type=RGB-T2026.05 | 13.5 | 18.63 | 23.59 | 31.59 | 24.83 | |
| BL+MATVenue=ICME2022, Type=RGB-T2026.05 | 13.61 | 18.08 | 22.79 | 31.35 | 24.48 | |
| MMCCNBackbone=ResNet-50 [7]2026.04 | 13.82 | 17.83 | 22.2 | 29.64 | 24.36 | |
| CCANetBackbone=VGG-16 [29]2026.04 | 13.93 | 18.13 | 22.08 | 28.26 | 24.71 | |
| CSCA2023.03 | 14.32 | 18.91 | 23.81 | 32.47 | 26.01 | |
| CSCAVenue=ACCV2022, Type=RGB-T2026.05 | 14.32 | 18.91 | 23.81 | 32.47 | 26.01 | |
| IADM2023.03 | 15.61 | 19.95 | 24.69 | 32.89 | 28.18 | |
| BL+IADMBackbone=VGG-19 [29]2026.04 | 15.61 | 19.95 | 24.69 | 32.89 | 28.18 | |
| BL+IADMVenue=CVPR2021, Type=RGB-T2026.05 | 15.61 | 19.95 | 24.69 | 32.89 | 28.18 | |
| BBSNet2023.03 | 19.56 | 25.07 | 31.25 | 39.24 | 32.48 | |
| MVMS2023.03 | 19.97 | 25.1 | 31.02 | 38.91 | 33.97 | |
| HDFNet2023.03 | 22.36 | 27.79 | 33.68 | 42.48 | 33.93 | |
| UcNet2023.03 | 33.96 | 42.42 | 53.06 | 65.07 | 56.31 |