# Image Change Captioning on CLEVR-Change Source: [Image Change Captioning on CLEVR-Change]() Collection index: [llms.txt]() Data updated: 2026-06-30T06:32:13.731Z Evaluation of Image Change Captioning performance on the CLEVR-Change dataset, measured using BLEU-4, METEOR, CIDEr, and ROUGE. 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 | Image Change Captioning | | Dataset (including any stated split) | CLEVR-Change | | Metric | BLEU-4 | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 12 of 12 | | 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 - [BLEU-4](): Higher is better; unit: PERCENT. - [METEOR](): Higher is better; unit: PERCENT. - [CIDEr](): Higher is better; unit: SCALAR. - [ROUGE](): Higher is better; unit: PERCENT. ## Recorded results | Method | BLEU-4 | Result date | Report paper | | --- | --- | --- | --- | | CCRC | 58.3 | Not recorded | 6a434d5eba73165dbb743708 | | MCT-CCDiff | 58 | Not recorded | 6a434d5eba73165dbb743708 | | DECIDER | 57.2 | Not recorded | 6a434d5eba73165dbb743708 | | SCORER | 56.3 | Not recorded | 6a434d5eba73165dbb743708 | | SMART | 56.1 | Not recorded | 6a434d5eba73165dbb743708 | | FINER-MLLM | 55.6 | Not recorded | 6a434d5eba73165dbb743708 | | VARDTrans | 55.4 | Not recorded | 6a434d5eba73165dbb743708 | | SRDRL+AVS | 54.9 | Not recorded | 6a434d5eba73165dbb743708 | | DIRL | 54.6 | Not recorded | 6a434d5eba73165dbb743708 | | VACC | 52.4 | Not recorded | 6a434d5eba73165dbb743708 | | DUDA+Aux | 51.2 | Not recorded | 6a434d5eba73165dbb743708 | | IDC-PCL | 51.2 | Not recorded | 6a434d5eba73165dbb743708 | ### CCRC BLEU-4: 58.3. Result ID: 6a4362d2fbc373592c929f29. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"setting":"ICC setting"}. This record does not assert independent reproduction. ### MCT-CCDiff BLEU-4: 58. Result ID: 6a4362d2fbc373592c929f27. [Reporting paper]() Recorded evaluation configuration: {"setting":"ICC setting"}. This record does not assert independent reproduction. ### DECIDER BLEU-4: 57.2. Result ID: 6a4362d2fbc373592c929f26. [Reporting paper]() Recorded evaluation configuration: {"setting":"ICC setting"}. This record does not assert independent reproduction. ### SCORER BLEU-4: 56.3. Result ID: 6a4362d2fbc373592c929f23. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"setting":"ICC setting"}. This record does not assert independent reproduction. ### SMART BLEU-4: 56.1. Result ID: 6a4362d2fbc373592c929f25. [Reporting paper]() Recorded evaluation configuration: {"setting":"ICC setting"}. This record does not assert independent reproduction. ### FINER-MLLM BLEU-4: 55.6. Result ID: 6a4362d2fbc373592c929f28. [Reporting paper]() Recorded evaluation configuration: {"setting":"ICC setting"}. This record does not assert independent reproduction. ### VARDTrans BLEU-4: 55.4. Result ID: 6a4362d2fbc373592c929f22. [Reporting paper]() Recorded evaluation configuration: {"setting":"ICC setting"}. This record does not assert independent reproduction. ### SRDRL+AVS BLEU-4: 54.9. Result ID: 6a4362d2fbc373592c929f1f. [Reporting paper]() Recorded evaluation configuration: {"setting":"ICC setting"}. This record does not assert independent reproduction. ### DIRL BLEU-4: 54.6. Result ID: 6a4362d2fbc373592c929f24. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"setting":"ICC setting"}. This record does not assert independent reproduction. ### VACC BLEU-4: 52.4. Result ID: 6a4362d2fbc373592c929f20. [Reporting paper]() Recorded evaluation configuration: {"setting":"ICC setting"}. This record does not assert independent reproduction. ### DUDA+Aux BLEU-4: 51.2. Result ID: 6a4362d2fbc373592c929f1e. [Reporting paper]() Recorded evaluation configuration: {"setting":"ICC setting"}. This record does not assert independent reproduction. ### IDC-PCL BLEU-4: 51.2. Result ID: 6a4362d2fbc373592c929f21. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"setting":"ICC setting"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.