# Remote Sensing Image Change Captioning on Dubai-CC Source: [Remote Sensing Image Change Captioning on Dubai-CC]() Collection index: [llms.txt]() Data updated: 2026-07-07T08:42:18.663Z Evaluation of Remote Sensing Image Change Captioning performance on the Dubai-CC dataset, assessed using standard captioning metrics like BLEU, METEOR, ROUGE, and CIDEr. 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 | Remote Sensing Image Change Captioning | | Dataset (including any stated split) | Dubai-CC | | Metric | CIDEr-D | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 18 of 18 | | 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 - [CIDEr-D](): Higher is better; unit: SCALAR. - [METEOR](): Higher is better; unit: SCALAR. - [ROUGE-L](): Higher is better; unit: SCALAR. - [BLEU-1](): Higher is better; unit: SCALAR. - [BLEU-2](): Higher is better; unit: SCALAR. - [BLEU-3](): Higher is better; unit: SCALAR. - [BLEU-4](): Higher is better; unit: SCALAR. - [Semantic Score (Sm\*)](): Higher is better; unit: SCALAR. ## Recorded results | Method | CIDEr-D | Result date | Report paper | | --- | --- | --- | --- | | LBTCap | 118.81 | Not recorded | 6a4c881285dba69fef8b276d | | SGD-RSCCN | 118.42 | Not recorded | 6a4c881285dba69fef8b276d | | DAE | 113.94 | Not recorded | 6a4c881285dba69fef8b276d | | TISDNet | 109.47 | Not recorded | 6a4c881285dba69fef8b276d | | CD4C | 108.66 | Not recorded | 6a4c881285dba69fef8b276d | | MADiffCC | 96.47 | Not recorded | 6a4c881285dba69fef8b276d | | TACC | 95.45 | Not recorded | 6a4c881285dba69fef8b276d | | ICT-Net | 92.97 | Not recorded | 6a4c881285dba69fef8b276d | | Chg2Cap | 92.49 | Not recorded | 6a4c881285dba69fef8b276d | | SEN | 91.77 | Not recorded | 6a4c881285dba69fef8b276d | | SparseFocus | 91.59 | Not recorded | 6a4c881285dba69fef8b276d | | Change3D | 86.19 | Not recorded | 6a4c881285dba69fef8b276d | | DFM | 84.65 | Not recorded | 6a41fc0f206542251d7ccabf | | RSCaMa | 67.46 | Not recorded | 6a41fc0f206542251d7ccabf | | RSICCformer | 66.54 | Not recorded | 6a41fc0f206542251d7ccabf | | MCCFormers-D | 66.51 | Not recorded | 6a41fc0f206542251d7ccabf | | DUDA | 62.78 | Not recorded | 6a41fc0f206542251d7ccabf | | MCCFormers-S | 53.81 | Not recorded | 6a41fc0f206542251d7ccabf | ### LBTCap CIDEr-D: 118.81. Result ID: 6a4cbbd060b88bb339c8c4f4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SGD-RSCCN CIDEr-D: 118.42. Result ID: 6a4cbbd060b88bb339c8c4f2. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"ResNet-101"}. This record does not assert independent reproduction. ### DAE CIDEr-D: 113.94. Result ID: 6a4cbbd060b88bb339c8c4f3. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TISDNet CIDEr-D: 109.47. Result ID: 6a4cbbd060b88bb339c8c4eb. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CD4C CIDEr-D: 108.66. Result ID: 6a4cbbd060b88bb339c8c4ec. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MADiffCC CIDEr-D: 96.47. Result ID: 6a4cbbd060b88bb339c8c4f1. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TACC CIDEr-D: 95.45. Result ID: 6a4cbbd060b88bb339c8c4ed. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ICT-Net CIDEr-D: 92.97. Result ID: 6a4cbbd060b88bb339c8c4ea. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Chg2Cap CIDEr-D: 92.49. Result ID: 6a4cbbd060b88bb339c8c4e9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SEN CIDEr-D: 91.77. Result ID: 6a4cbbd060b88bb339c8c4ef. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SparseFocus CIDEr-D: 91.59. Result ID: 6a4cbbd060b88bb339c8c4ee. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Change3D CIDEr-D: 86.19. Result ID: 6a4cbbd060b88bb339c8c4f0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DFM CIDEr-D: 84.65. Result ID: 6a420fbdfbc373592c864e1e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Mixed"}. This record does not assert independent reproduction. ### RSCaMa CIDEr-D: 67.46. Result ID: 6a420fbdfbc373592c864e1d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Mamba based"}. This record does not assert independent reproduction. ### RSICCformer CIDEr-D: 66.54. Result ID: 6a420fbdfbc373592c864e1c. [Reporting paper]() Recorded evaluation configuration: {"Type":"Transformer based"}. This record does not assert independent reproduction. ### MCCFormers-D CIDEr-D: 66.51. Result ID: 6a420fbdfbc373592c864e1b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Transformer based"}. This record does not assert independent reproduction. ### DUDA CIDEr-D: 62.78. Result ID: 6a420fbdfbc373592c864e19. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"CNN based"}. This record does not assert independent reproduction. ### MCCFormers-S CIDEr-D: 53.81. Result ID: 6a420fbdfbc373592c864e1a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Transformer based"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.