Object Counting on DOTA (test)
23.16Mean MAERS-OVC
Evaluation results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| RS-OVCSetting=Zero-shot2026.04 | 23.16 | 49.76 | 111.28 | 24.13 | 41.66 | 11.51 | 18.61 | 5.5 | 6.27 | 5.67 | 6.93 | 5.33 | 6.65 | 58.15 | |
| RS-OVCmode=Ours2026.04 | 23.16 | — | — | — | — | — | — | — | — | — | — | — | — | 58.15 | |
| LAESetting=Zero-shot2026.04 | 23.59 | 57.18 | 121.67 | 18.86 | 59.4 | 14.8 | 23.91 | 7.21 | 9.01 | 6.82 | 8.06 | 4.67 | 6.69 | 67.94 | |
| LAE2026.04 | 23.59 | — | — | — | — | — | — | — | — | — | — | — | — | 67.94 | |
| RS-OVCmode=RS-only2026.04 | 23.82 | — | — | — | — | — | — | — | — | — | — | — | — | 60.85 | |
| RS-OVC-zero-shotSetting=Zero-shot2026.04 | 27.69 | 51.62 | 113.3 | 35.81 | 77.73 | 12.64 | 21.04 | 14.54 | 26.44 | 8.16 | 21.37 | 5.62 | 9.63 | 67.79 | |
| CountGDmode=RS-FT, fine-tuned=true2026.04 | 28.14 | — | — | — | — | — | — | — | — | — | — | — | — | 72.72 | |
| CountGDmode=standard2026.04 | 36.46 | — | — | — | — | — | — | — | — | — | — | — | — | 71.97 |