RSREC on RRSIS-D
52.31PR@0.3ExACT
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ExACTPretrained MLLMs=Qwen2.5-VL-7B, Training-Free=true2026.06 | 52.31 | 39.82 | 28.58 | 40.19 | 40.79 | |
| RSVG-ZeroOV (w/ VSF)Pretrained MLLMs=Qwen2.5-VL-7B, Training-Free=true2026.06 | 50.04 | 38.44 | 28.58 | 39.06 | 34.87 | |
| RSVG-ZeroOVPretrained MLLMs=Qwen2.5-VL-7B, Training-Free=true2026.06 | 45.7 | 31.39 | 17.63 | 34.49 | 31.28 | |
| Qwen2.5-VL + SAMPretrained MLLMs=Qwen2.5-VL-7B, Training-Free=false2026.06 | 40.3 | 30.54 | 15.67 | 32.15 | 29.14 | |
| GeoChat + SAMPretrained MLLMs=Vicuna1.5-7B, Training-Free=false2026.06 | 39.51 | 26.94 | 12.05 | 30.46 | 28.58 | |
| LISAPretrained MLLMs=LLaVA2-13B, Training-Free=false2026.06 | 36.23 | 22.52 | 12.47 | 26.72 | 30.01 | |
| QueryMatchPretrained MLLMs=-, Training-Free=false2026.06 | 22.04 | 16.22 | 12.1 | 17.21 | 15.26 | |
| GroundVLPPretrained MLLMs=-, Training-Free=false2026.06 | 21.26 | 16.2 | 11.32 | 16.51 | 16.88 | |
| TRISPretrained MLLMs=-, Training-Free=false2026.06 | 14.62 | 3.79 | 0.37 | 13.2 | 13.14 | |
| SAGPretrained MLLMs=-, Training-Free=false2026.06 | 9.39 | 2.1 | 0.29 | 9.22 | 9.21 |