Referring Expression Segmentation on RRSIS-D
71.08mIoURemoteAgent
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RemoteAgentPublication=-, Model Category=MLLMs2026.04 | 71.08 | 79.5 | 83.64 | |
| SegEarth-R2Publication=CVPR’26, Model Category=MLLMs2026.04 | 67.9 | — | — | |
| GeoPixelPublication=ICML’25, Model Category=MLLMs2026.04 | 67.3 | — | — | |
| RS2-SAM22025.12 | 66.72 | 78.99 | — | |
| RS2-SAM2Publication=AAAI’26, Model Category=Specialized Models2026.04 | 66.72 | 78.99 | 77.56 | |
| SegEarth-R12025.12 | 66.4 | 78.01 | — | |
| SegEarth-R1Publication=arXiv’25, Model Category=MLLMs2026.04 | 66.4 | 78.01 | 76.96 | |
| BTDNet2025.12 | 66.04 | 79.23 | — | |
| GeoMagPublication=MM’25, Model Category=MLLMs2026.04 | 65.71 | 82.67 | 81.3 | |
| SBANet2025.12 | 65.52 | 79.22 | — | |
| RSRefSeg-LTraining Data=Aerial-D2025.12 | 65.37 | 76.33 | — | |
| RSRefSeg-LSource=Reported in [7]2025.12 | 64.67 | 77.24 | — | |
| CroBIMPublication=TGRS’24, Model Category=Specialized Models2026.04 | 64.46 | 75.99 | 74.58 | |
| RSRefSeg-BTraining Data=Aerial-D2025.12 | 64.37 | 76.83 | — | |
| RMSINPublication=CVPR’24, Model Category=Specialized Models2026.04 | 64.2 | 77.79 | 74.26 | |
| FIANet2025.12 | 64.01 | 76.91 | — | |
| RSRefSeg-BSource=Reported in [7]2025.12 | 63.68 | 76.05 | — | |
| Text4Seg++Publication=ICLR’25, Model Category=MLLMs2026.04 | 62.8 | — | — | |
| RSRefSeg-LTraining Data=Other Datasets (Historic)2025.12 | 62.61 | 76.03 | — | |
| RMSIN2025.12 | 62.27 | 76.5 | — | |
| RSRefSeg-BTraining Data=Other Datasets (Historic)2025.12 | 61.16 | 75.44 | — | |
| LAVTPublication=CVPR’22, Model Category=Specialized Models2026.04 | 61.04 | 77.19 | 69.52 | |
| GeoGroundPublication=arXiv’24, Model Category=MLLMs2026.04 | 60.5 | — | 67.5 | |
| LGCEPublication=TGRS’24, Model Category=Specialized Models2026.04 | 59.37 | 76.34 | 67.65 | |
| PixelLMPublication=CVPR’24, Model Category=MLLMs2026.04 | 31.65 | — | 28.81 | |
| LISAPublication=CVPR’24, Model Category=MLLMs2026.04 | 26.78 | — | 24.51 | |
| NEXT-ChatPublication=arXiv’23, Model Category=MLLMs2026.04 | 24.98 | — | 26.37 |