Remote Sensing Visual Grounding on VRSBench-VG (test)
63.72Acc@0.5RSGround-R1
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| RSGround-R1Params=3B, Protocol=GRPO-based RFT (0.4 epoch)2026.01 | 63.72 | 38.32 | 54.68 | |
| Qwen2.5-VL-3B w/ SFTParams=3B, Protocol=SFT (1 epoch)2026.01 | 61.85 | 36.55 | 53.22 | |
| GeoChat w/ SFTParams=7B, Protocol=SFT (1 epoch)2026.01 | 59.27 | 32.61 | 52.03 | |
| Qwen2.5-VL-3B w/ GRPOParams=3B, Protocol=GRPO-based RFT (0.4 epoch)2026.01 | 59.25 | 36 | 51.23 | |
| VHM w/ SFTParams=7B, Protocol=SFT (1 epoch)2026.01 | 56.48 | 30.07 | 49.71 | |
| Qwen2.5-VL-7BParams=7B, Protocol=Zero-shot2026.01 | 43.6 | 22.9 | 41.13 | |
| Qwen2.5-VL-3BParams=3B, Protocol=Zero-shot2026.01 | 38.25 | 19.65 | 37.03 | |
| MiniGPT-v2Params=7B, Protocol=Zero-shot2026.01 | 35.84 | 16.82 | 34.72 | |
| VHMParams=7B, Protocol=Zero-shot2026.01 | 23.48 | 4.43 | 28.92 | |
| LHRS-Bot-NovaParams=8B, Protocol=Zero-shot2026.01 | 18.3 | 4.3 | 25.98 | |
| LLaVA-1.5Params=7B, Protocol=Zero-shot2026.01 | 15.29 | 3.43 | 23.93 | |
| GeoChatParams=7B, Protocol=Zero-shot2026.01 | 14.19 | 2.29 | 23.66 | |
| SkySenseGPTParams=7B, Protocol=Zero-shot2026.01 | 11 | 2.22 | 21.25 | |
| LHRS-BotParams=7B, Protocol=Zero-shot2026.01 | 1.4 | 0.2 | 8.23 |