| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Referring Remote Sensing Image Segmentation | RRSIS-D (test) | gIoU69.17 | 33 | |
| Referring Expression Comprehension (RSREC) | RRSIS-D (test) | Pr@0.576.96 | 29 | |
| Referring Expression Segmentation | RRSIS-D | mIoU71.08 | 27 | |
| Referring Remote Sensing Image Segmentation | RRSIS-D (val) | mIoU (Mean IoU)68.1 | 23 | |
| Region-level Classification | RRSIS-D | Top-1 Accuracy82.89 | 21 | |
| Remote Sensing Visual Grounding | RRSIS-D official (test) | Acc@0.565.73 | 14 | |
| Visual Grounding | RRSIS-D | mIoU76.66 | 10 | |
| Referring Expression Segmentation | RRSIS-D (test) | gIoU50.97 | 8 | |
| Remote Sensing Visual Grounding | RRSIS-D (SOTA-T) | Accuracy @0.532.79 | 5 |