# Video Rate Control on UVG Source: [Video Rate Control on UVG]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:01:07.215Z Evaluation of video rate control performance on the UVG dataset, measured using rate deviation (∆R) and Bjontegaard Delta Rate (BD-Rate). 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) | UVG | | Metric | Rate Deviation (∆R) | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 19 of 19 | | 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 - [Rate Deviation (∆R)](): Lower is better; unit: SCALAR. - [BD-Rate (%)](): Lower is better; unit: PERCENT. ## Recorded results | Method | Rate Deviation (∆R) | Result date | Report paper | | --- | --- | --- | --- | | Reinforced Rate Control Framework | 1.02 | Not recorded | 6979980ca2b28e761d87cba5 | | Reinforced Rate Control Framework | 1.18 | Not recorded | 6979980ca2b28e761d87cba5 | | Reinforced Rate Control Framework | 1.3 | Not recorded | 6979980ca2b28e761d87cba5 | | Reinforced Rate Control Framework | 1.32 | Not recorded | 6979980ca2b28e761d87cba5 | | Chen et al. | 1.33 | Not recorded | 6979980ca2b28e761d87cba5 | | Reinforced Rate Control Framework | 1.4 | Not recorded | 6979980ca2b28e761d87cba5 | | Reinforced Rate Control Framework | 1.45 | Not recorded | 6979980ca2b28e761d87cba5 | | Chen et al. | 1.49 | Not recorded | 6979980ca2b28e761d87cba5 | | Chen et al. | 1.64 | Not recorded | 6979980ca2b28e761d87cba5 | | Chen et al. | 1.66 | Not recorded | 6979980ca2b28e761d87cba5 | | Chen et al. | 1.69 | Not recorded | 6979980ca2b28e761d87cba5 | | Chen et al. | 1.73 | Not recorded | 6979980ca2b28e761d87cba5 | | Reinforced Rate Control Framework | 1.77 | Not recorded | 6979980ca2b28e761d87cba5 | | Reinforced Rate Control Framework | 1.8 | Not recorded | 6979980ca2b28e761d87cba5 | | Chen et al. | 1.81 | Not recorded | 6979980ca2b28e761d87cba5 | | Chen et al. | 1.85 | Not recorded | 6979980ca2b28e761d87cba5 | | Zhang et al. | 2.25 | Not recorded | 6979980ca2b28e761d87cba5 | | Zhang et al. | 2.8 | Not recorded | 6979980ca2b28e761d87cba5 | | Zhang et al. | 2.82 | Not recorded | 6979980ca2b28e761d87cba5 | ### Reinforced Rate Control Framework Rate Deviation (∆R): 1.02. Result ID: 699a1f245698665ec4a3fc7c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"GOP":"100","Codec":"DCVC-RT"}. This record does not assert independent reproduction. ### Reinforced Rate Control Framework Rate Deviation (∆R): 1.18. Result ID: 699a1f245698665ec4a3fc71. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"GOP":"32","Codec":"DCVC-RT"}. This record does not assert independent reproduction. ### Reinforced Rate Control Framework Rate Deviation (∆R): 1.3. Result ID: 699a1f245698665ec4a3fc74. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"GOP":"100","Codec":"DVC"}. This record does not assert independent reproduction. ### Reinforced Rate Control Framework Rate Deviation (∆R): 1.32. Result ID: 699a1f245698665ec4a3fc6b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"GOP":"32","Codec":"DVC"}. This record does not assert independent reproduction. ### Chen et al. Rate Deviation (∆R): 1.33. Result ID: 699a1f245698665ec4a3fc7b. [Reporting paper]() Recorded evaluation configuration: {"GOP":"100","Codec":"DCVC-RT"}. This record does not assert independent reproduction. ### Reinforced Rate Control Framework Rate Deviation (∆R): 1.4. Result ID: 699a1f245698665ec4a3fc7a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"GOP":"100","Codec":"DCVC-DC"}. This record does not assert independent reproduction. ### Reinforced Rate Control Framework Rate Deviation (∆R): 1.45. Result ID: 699a1f245698665ec4a3fc6f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"GOP":"32","Codec":"DCVC-DC"}. This record does not assert independent reproduction. ### Chen et al. Rate Deviation (∆R): 1.49. Result ID: 699a1f245698665ec4a3fc70. [Reporting paper]() Recorded evaluation configuration: {"GOP":"32","Codec":"DCVC-RT"}. This record does not assert independent reproduction. ### Chen et al. Rate Deviation (∆R): 1.64. Result ID: 699a1f245698665ec4a3fc6a. [Reporting paper]() Recorded evaluation configuration: {"GOP":"32","Codec":"DVC"}. This record does not assert independent reproduction. ### Chen et al. Rate Deviation (∆R): 1.66. Result ID: 699a1f245698665ec4a3fc6e. [Reporting paper]() Recorded evaluation configuration: {"GOP":"32","Codec":"DCVC-DC"}. This record does not assert independent reproduction. ### Chen et al. Rate Deviation (∆R): 1.69. Result ID: 699a1f245698665ec4a3fc79. [Reporting paper]() Recorded evaluation configuration: {"GOP":"100","Codec":"DCVC-DC"}. This record does not assert independent reproduction. ### Chen et al. Rate Deviation (∆R): 1.73. Result ID: 699a1f245698665ec4a3fc73. [Reporting paper]() Recorded evaluation configuration: {"GOP":"100","Codec":"DVC"}. This record does not assert independent reproduction. ### Reinforced Rate Control Framework Rate Deviation (∆R): 1.77. Result ID: 699a1f245698665ec4a3fc77. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"GOP":"100","Codec":"DCVC"}. This record does not assert independent reproduction. ### Reinforced Rate Control Framework Rate Deviation (∆R): 1.8. Result ID: 699a1f245698665ec4a3fc6d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"GOP":"32","Codec":"DCVC"}. This record does not assert independent reproduction. ### Chen et al. Rate Deviation (∆R): 1.81. Result ID: 699a1f245698665ec4a3fc76. [Reporting paper]() Recorded evaluation configuration: {"GOP":"100","Codec":"DCVC"}. This record does not assert independent reproduction. ### Chen et al. Rate Deviation (∆R): 1.85. Result ID: 699a1f245698665ec4a3fc6c. [Reporting paper]() Recorded evaluation configuration: {"GOP":"32","Codec":"DCVC"}. This record does not assert independent reproduction. ### Zhang et al. Rate Deviation (∆R): 2.25. Result ID: 699a1f245698665ec4a3fc78. [Reporting paper]() Recorded evaluation configuration: {"GOP":"100","Codec":"DCVC-DC"}. This record does not assert independent reproduction. ### Zhang et al. Rate Deviation (∆R): 2.8. Result ID: 699a1f245698665ec4a3fc75. [Reporting paper]() Recorded evaluation configuration: {"GOP":"100","Codec":"DCVC"}. This record does not assert independent reproduction. ### Zhang et al. Rate Deviation (∆R): 2.82. Result ID: 699a1f245698665ec4a3fc72. [Reporting paper]() Recorded evaluation configuration: {"GOP":"100","Codec":"DVC"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.