Metric: RMSE (lower is better)
| # | Model↕ | RMSE▲ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | EBC-ZIP-B | 8.63 | No | EBC-ZIP: Improving Blockwise Crowd Counting with... | 2025-06-24 | Code |
| 2 | PSL-Net | 9.2 | Yes | - | - | - |
| 3 | CLIP-EBC (ViT-L/14) | 9.2 | Yes | CLIP-EBC: CLIP Can Count Accurately through Enha... | 2024-03-14 | Code |
| 4 | CLIP-EBC (ResNet50) | 10.1 | Yes | CLIP-EBC: CLIP Can Count Accurately through Enha... | 2024-03-14 | Code |
| 5 | CLIP-EBC (ViT-B/16) | 10.5 | Yes | CLIP-EBC: CLIP Can Count Accurately through Enha... | 2024-03-14 | Code |
| 6 | DMCount-EBC | 10.9 | No | CLIP-EBC: CLIP Can Count Accurately through Enha... | 2024-03-14 | Code |
| 7 | CSRNet-EBC | 11.3 | No | CLIP-EBC: CLIP Can Count Accurately through Enha... | 2024-03-14 | Code |