# Video Anomaly Detection on Street Scene

Source: [Video Anomaly Detection on Street Scene](<https://www.sota2.com/research/sota/video-anomaly-detection-on-street-scene>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-02-26T05:59:45.361Z

Evaluation of Video Anomaly Detection performance on the Street Scene dataset, reporting metrics such as RBDC and TBDC.

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 | Video Anomaly Detection |
| Dataset (including any stated split) | Street Scene |
| Metric | RBDC |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 5 of 5 |
| 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

- [RBDC](<https://www.sota2.com/research/sota/video-anomaly-detection-on-street-scene.md?metric=RBDC>): Higher is better; unit: SCALAR.

- [TBDC](<https://www.sota2.com/research/sota/video-anomaly-detection-on-street-scene.md?metric=TBDC>): Higher is better; unit: SCALAR.

## Recorded results

| Method | RBDC | Result date | Report paper |
| --- | --- | --- | --- |
| EVAL | 24.26 | Not recorded | 68fa6e3d1e209131cea3e941 |
| FG Baseline | 21 | Not recorded | 68fa6e3d1e209131cea3e941 |
| Flow baseline | 11 | Not recorded | 68fa6e3d1e209131cea3e941 |
| Dictionary method | 1.6 | Not recorded | 68fa6e3d1e209131cea3e941 |
| Auto-encoder | 0.29 | Not recorded | 68fa6e3d1e209131cea3e941 |

### EVAL

RBDC: 24.26. Result ID: 69901c9e3a6c314849fe357c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6e3d1e209131cea3e941.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6e3d1e209131cea3e941.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### FG Baseline

RBDC: 21. Result ID: 69901c9e3a6c314849fe357b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6e3d1e209131cea3e941.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66fb1e209131cea1365f.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Flow baseline

RBDC: 11. Result ID: 69901c9e3a6c314849fe357a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6e3d1e209131cea3e941.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66fb1e209131cea1365f.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Dictionary method

RBDC: 1.6. Result ID: 69901c9e3a6c314849fe3579.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6e3d1e209131cea3e941.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Auto-encoder

RBDC: 0.29. Result ID: 69901c9e3a6c314849fe3578.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6e3d1e209131cea3e941.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa626a1e209131ce9f9413.md>)

[Implementation](<http://www.ee.ucr.edu/~mhasan/regularity.html>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

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