Remote Sensing Image Change Captioning on Dubai-CC
118.81CIDEr-DLBTCap
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| LBTCap2026.07 | 118.81 | 33.25 | 66.86 | 75.2 | 64 | 54.57 | 45.9 | — | |
| SGD-RSCCNBackbone=ResNet-1012026.07 | 118.42 | 34.07 | 65.88 | 77.15 | 66.8 | 58.07 | 50.27 | — | |
| DAE2026.07 | 113.94 | 32.38 | 68.06 | 76.08 | 64.77 | 54.95 | 44.76 | — | |
| TISDNet2026.07 | 109.47 | 29.67 | 63.24 | 71.81 | 60.6 | 50.88 | 41.37 | — | |
| CD4C2026.07 | 108.66 | 30.27 | 60.25 | 74.13 | 63.11 | 53.13 | 43.55 | — | |
| MADiffCC2026.07 | 96.47 | 30.85 | 60.56 | 73.18 | 61.36 | 52.25 | 45.41 | — | |
| TACC2026.07 | 95.45 | 28.17 | 58.93 | 72.17 | 58.65 | 48.24 | 38.59 | — | |
| ICT-Net2026.07 | 92.97 | 26.78 | 57.31 | 69.38 | 57.03 | 46.5 | 36.17 | — | |
| Chg2Cap2026.07 | 92.49 | 28.92 | 58.66 | 72.04 | 60.16 | 50.84 | 41.7 | — | |
| SEN2026.07 | 91.77 | 26.62 | 55.95 | 70.95 | 57.28 | 45.81 | 36.25 | — | |
| SparseFocus2026.07 | 91.59 | 26.32 | 56.38 | 67.3 | 55.97 | 47 | 37.3 | — | |
| Change3D2026.07 | 86.19 | 27.06 | 56.04 | 72.25 | 58.68 | 47.13 | 36.8 | — | |
| DFMType=Mixed2026.06 | 84.65 | 25.75 | 54.36 | 67.86 | 51.01 | 40.61 | 32.08 | 49.21 | |
| RSCaMaType=Mamba based2026.06 | 67.46 | 23.51 | 49.14 | 63.39 | 47.93 | 36.65 | 27.47 | 41.24 | |
| RSICCformerType=Transformer based2026.06 | 66.54 | 25.41 | 51.96 | 67.92 | 53.61 | 41.37 | 31.28 | 43.79 | |
| MCCFormers-DType=Transformer based2026.06 | 66.51 | 25.09 | 51.27 | 64.65 | 50.45 | 39.36 | 29.48 | 43.08 | |
| DUDAType=CNN based2026.06 | 62.78 | 22.05 | 48.34 | 58.82 | 43.59 | 33.63 | 25.39 | 39.64 | |
| MCCFormers-SType=Transformer based2026.06 | 53.81 | 18.64 | 43.29 | 52.97 | 37.02 | 27.62 | 22.57 | 34.57 |