# Rate Control on MCL-JCV

Source: [Rate Control on MCL-JCV](<https://www.sota2.com/research/sota/rate-control-on-mcl-jcv>)

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

Data updated: 2026-02-26T05:40:41.093Z

Evaluation of video rate control performance on the MCL-JCV dataset, typically measured using metrics like Delta Rate (∆R) and BD-Rate percentage.

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 | Rate Control |
| Dataset (including any stated split) | MCL-JCV |
| Metric | Delta Rate (∆R) |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 4 of 4 |
| 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

- [Delta Rate (∆R)](<https://www.sota2.com/research/sota/rate-control-on-mcl-jcv.md?metric=Delta%20Rate%20(%E2%88%86R)>): Lower is better; unit: SCALAR.

- [BD-Rate](<https://www.sota2.com/research/sota/rate-control-on-mcl-jcv.md?metric=BD-Rate>): Lower is better; unit: PERCENT.

## Recorded results

| Method | Delta Rate (∆R) | Result date | Report paper |
| --- | --- | --- | --- |
| Reinforced Rate Control Framework | 1.82 | Not recorded | 6979980ca2b28e761d87cba5 |
| Chen et al. | 2.11 | Not recorded | 6979980ca2b28e761d87cba5 |
| Chen et al. | 2.16 | Not recorded | 6979980ca2b28e761d87cba5 |
| Zhang et al. | 2.79 | Not recorded | 6979980ca2b28e761d87cba5 |

### Reinforced Rate Control Framework

Delta Rate (∆R): 1.82. Result ID: 699a1f245698665ec4a3fc7e.

[Reporting paper](<https://www.sota2.com/research/paper/6979980ca2b28e761d87cba5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6979980ca2b28e761d87cba5.md>)

Recorded evaluation configuration: {"GOP":"32","Codec":"DVC"}. This record does not assert independent reproduction.

### Chen et al.

Delta Rate (∆R): 2.11. Result ID: 699a1f245698665ec4a3fc7d.

[Reporting paper](<https://www.sota2.com/research/paper/6979980ca2b28e761d87cba5.md>)

Recorded evaluation configuration: {"GOP":"32","Codec":"DVC"}. This record does not assert independent reproduction.

### Chen et al.

Delta Rate (∆R): 2.16. Result ID: 699a1f245698665ec4a3fc7f.

[Reporting paper](<https://www.sota2.com/research/paper/6979980ca2b28e761d87cba5.md>)

Recorded evaluation configuration: {"GOP":"100","Codec":"DVC"}. This record does not assert independent reproduction.

### Zhang et al.

Delta Rate (∆R): 2.79. Result ID: 699a1f245698665ec4a3fc80.

[Reporting paper](<https://www.sota2.com/research/paper/6979980ca2b28e761d87cba5.md>)

Recorded evaluation configuration: {"GOP":"100","Codec":"DVC"}. This record does not assert independent reproduction.

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