# Multi-view Crowd Counting on CityStreet (test) Source: [Multi-view Crowd Counting on CityStreet (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:49:12.133Z Evaluation of Multi-view Crowd Counting performance on the test split of the CityStreet dataset, reporting metrics including MAE, MSE, and NAE. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Multi-view Crowd Counting | | Dataset (including any stated split) | CityStreet (test) | | Metric | MAE | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 27 of 27 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [MAE](): Lower is better; unit: SCALAR. - [G(0) Error](): Lower is better; unit: SCALAR. - [G(1) Error](): Lower is better; unit: SCALAR. - [G(2) Error](): Lower is better; unit: SCALAR. - [MSE](): Lower is better; unit: SCALAR. - [NAE](): Lower is better; unit: SCALAR. ## Recorded results | Method | MAE | Result date | Report paper | | --- | --- | --- | --- | | MVUR | 5.82 | Not recorded | 6944dbec423ea4226572997d | | MVUR | 6.51 | Not recorded | 6944dbec423ea4226572997d | | DACount | 6.95 | Not recorded | 6944dbec423ea4226572997d | | PatchRanking | 7.12 | Not recorded | 6944dbec423ea4226572997d | | MVPR | 7.28 | Not recorded | 6944dbec423ea4226572997d | | IRAST | 7.3 | Not recorded | 6944dbec423ea4226572997d | | IRAST | 7.36 | Not recorded | 6944dbec423ea4226572997d | | PatchRanking | 7.44 | Not recorded | 6944dbec423ea4226572997d | | MVPR | 7.47 | Not recorded | 6944dbec423ea4226572997d | | Baseline2 | 7.71 | Not recorded | 6944dbec423ea4226572997d | | DACount | 7.78 | Not recorded | 6944dbec423ea4226572997d | | MVUR | 7.79 | Not recorded | 6944dbec423ea4226572997d | | MVPR | 7.99 | Not recorded | 6944dbec423ea4226572997d | | IRAST | 8 | Not recorded | 6944dbec423ea4226572997d | | PatchRanking | 8.04 | Not recorded | 6944dbec423ea4226572997d | | DACount | 8.19 | Not recorded | 6944dbec423ea4226572997d | | Baseline1 | 8.23 | Not recorded | 6944dbec423ea4226572997d | | CountFormer | 8.41 | Not recorded | 6944dbec423ea4226572997d | | Baseline2 | 8.45 | Not recorded | 6944dbec423ea4226572997d | | Baseline2 | 8.84 | Not recorded | 6944dbec423ea4226572997d | | Baseline1 | 9.34 | Not recorded | 6944dbec423ea4226572997d | | CountFormer | 9.45 | Not recorded | 6944dbec423ea4226572997d | | P2R | 10.08 | Not recorded | 6944dbec423ea4226572997d | | CountFormer | 10.19 | Not recorded | 6944dbec423ea4226572997d | | Baseline1 | 10.41 | Not recorded | 6944dbec423ea4226572997d | | P2R | 10.79 | Not recorded | 6944dbec423ea4226572997d | | P2R | 12.36 | Not recorded | 6944dbec423ea4226572997d | ### MVUR MAE: 5.82. Result ID: 699832405698665ec48d9d0f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Rate":"20%"}. This record does not assert independent reproduction. ### MVUR MAE: 6.51. Result ID: 699832405698665ec48d9d0e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Rate":"10%"}. This record does not assert independent reproduction. ### DACount MAE: 6.95. Result ID: 699832405698665ec48d9cfd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Rate":"20%"}. This record does not assert independent reproduction. ### PatchRanking MAE: 7.12. Result ID: 699832405698665ec48d9cf7. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Rate":"20%"}. This record does not assert independent reproduction. ### MVPR MAE: 7.28. Result ID: 699832405698665ec48d9d0c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Rate":"20%","Variant":"Vanilla"}. This record does not assert independent reproduction. ### IRAST MAE: 7.3. Result ID: 699832405698665ec48d9cfa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Rate":"20%"}. This record does not assert independent reproduction. ### IRAST MAE: 7.36. Result ID: 699832405698665ec48d9cf9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Rate":"10%"}. This record does not assert independent reproduction. ### PatchRanking MAE: 7.44. Result ID: 699832405698665ec48d9cf6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Rate":"10%"}. This record does not assert independent reproduction. ### MVPR MAE: 7.47. Result ID: 699832405698665ec48d9d0b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Rate":"10%","Variant":"Vanilla"}. This record does not assert independent reproduction. ### Baseline2 MAE: 7.71. Result ID: 699832405698665ec48d9d09. [Reporting paper]() Recorded evaluation configuration: {"Rate":"20%"}. This record does not assert independent reproduction. ### DACount MAE: 7.78. Result ID: 699832405698665ec48d9cfc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Rate":"10%"}. This record does not assert independent reproduction. ### MVUR MAE: 7.79. Result ID: 699832405698665ec48d9d0d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Rate":"5%"}. This record does not assert independent reproduction. ### MVPR MAE: 7.99. Result ID: 699832405698665ec48d9d0a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Rate":"5%","Variant":"Vanilla"}. This record does not assert independent reproduction. ### IRAST MAE: 8. Result ID: 699832405698665ec48d9cf8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Rate":"5%"}. This record does not assert independent reproduction. ### PatchRanking MAE: 8.04. Result ID: 699832405698665ec48d9cf5. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Rate":"5%"}. This record does not assert independent reproduction. ### DACount MAE: 8.19. Result ID: 699832405698665ec48d9cfb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Rate":"5%"}. This record does not assert independent reproduction. ### Baseline1 MAE: 8.23. Result ID: 699832405698665ec48d9d06. [Reporting paper]() Recorded evaluation configuration: {"Rate":"20%"}. This record does not assert independent reproduction. ### CountFormer MAE: 8.41. Result ID: 699832405698665ec48d9d00. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Rate":"20%"}. This record does not assert independent reproduction. ### Baseline2 MAE: 8.45. Result ID: 699832405698665ec48d9d08. [Reporting paper]() Recorded evaluation configuration: {"Rate":"10%"}. This record does not assert independent reproduction. ### Baseline2 MAE: 8.84. Result ID: 699832405698665ec48d9d07. [Reporting paper]() Recorded evaluation configuration: {"Rate":"5%"}. This record does not assert independent reproduction. ### Baseline1 MAE: 9.34. Result ID: 699832405698665ec48d9d05. [Reporting paper]() Recorded evaluation configuration: {"Rate":"10%"}. This record does not assert independent reproduction. ### CountFormer MAE: 9.45. Result ID: 699832405698665ec48d9cff. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Rate":"10%"}. This record does not assert independent reproduction. ### P2R MAE: 10.08. Result ID: 699832405698665ec48d9d03. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Rate":"20%"}. This record does not assert independent reproduction. ### CountFormer MAE: 10.19. Result ID: 699832405698665ec48d9cfe. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Rate":"5%"}. This record does not assert independent reproduction. ### Baseline1 MAE: 10.41. Result ID: 699832405698665ec48d9d04. [Reporting paper]() Recorded evaluation configuration: {"Rate":"5%"}. This record does not assert independent reproduction. ### P2R MAE: 10.79. Result ID: 699832405698665ec48d9d02. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Rate":"10%"}. This record does not assert independent reproduction. ### P2R MAE: 12.36. Result ID: 699832405698665ec48d9d01. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Rate":"5%"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.