Metric: mRMSE (lower is better)
| # | Model↕ | mRMSE▲ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Omnicount | 0.0023 | No | OmniCount: Multi-label Object Counting with Sema... | 2024-03-08 | - |
| 2 | Supervised Density Map | 0.29 | No | Object Counting and Instance Segmentation with I... | 2019-03-06 | Code |
| 3 | LC-ResFCN | 0.31 | No | Where are the Blobs: Counting by Localization wi... | 2018-07-25 | Code |
| 4 | LC-PSPNet | 0.35 | No | Where are the Blobs: Counting by Localization wi... | 2018-07-25 | Code |
| 5 | ens | 0.42 | No | Counting Everyday Objects in Everyday Scenes | 2016-04-12 | Code |
| 6 | Seq-sub-ft-3x3 | 0.43 | No | Counting Everyday Objects in Everyday Scenes | 2016-04-12 | Code |
| 7 | glance-noft-2L | 0.5 | No | Counting Everyday Objects in Everyday Scenes | 2016-04-12 | Code |
| 8 | Fast-RCNN | 0.5 | No | Counting Everyday Objects in Everyday Scenes | 2016-04-12 | Code |