Object Counting on CLOC (test)
9.34MAECount Anything
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Count AnythingIns.Grd.=true2026.05 | 9.34 | 33.34 | 0.75 | 8.76 | 6.21 | 16.64 | 38.65 | 41.78 | 4.3 | |
| CountGD++Ins.Grd.=true2026.05 | 23.38 | 123.28 | 1.02 | 14.5 | 10.69 | 55.83 | 222.25 | 321.99 | 43.8 | |
| SAM3Ins.Grd.=true2026.05 | 25.8 | 130.26 | 0.89 | 19.39 | 10.88 | 64.32 | 152.45 | 315.88 | 37.04 | |
| CountSEIns.Grd.=false2026.05 | 28.81 | 130.49 | 2.28 | 22.14 | 19.07 | 70.27 | 120.08 | 302.19 | 22.22 | |
| VLCounterIns.Grd.=false2026.05 | 30.52 | 121.88 | 3.07 | 23.59 | 22.45 | 55.14 | 125.83 | 306.38 | 37.72 | |
| CLIP-CountIns.Grd.=false2026.05 | 31.28 | 118.55 | 4.49 | 24.07 | 25.81 | 57.98 | 121.17 | 298.45 | 22.4 | |
| CounTXIns.Grd.=false2026.05 | 32.24 | 122.1 | 4.75 | 23.84 | 30.06 | 64.64 | 112.22 | 301.1 | 27.41 | |
| VA-CountIns.Grd.=false2026.05 | 33.85 | 129.81 | 4.62 | 22.39 | 36.62 | 72.5 | 163.73 | 315.23 | 20.47 | |
| YOLO-CountIns.Grd.=false2026.05 | 34.15 | 133.56 | 1.12 | 25.62 | 27.69 | 72.5 | 168.37 | 309.3 | 24.33 | |
| YOLO-World-XIns.Grd.=true2026.05 | 34.94 | 138.35 | 0.78 | 28.17 | 17.81 | 67.93 | 226.07 | 321.13 | 42.49 | |
| GrdDINO-SwinBIns.Grd.=true2026.05 | 35.06 | 139.46 | 0.79 | 29.5 | 14.13 | 69.11 | 224.96 | 320.17 | 43.75 | |
| GLIP-LIns.Grd.=true2026.05 | 37.38 | 140.07 | 0.82 | 31.06 | 19.57 | 68.78 | 225.42 | 320.85 | 43.71 | |
| YOLOE-v8LIns.Grd.=true2026.05 | 40.03 | 140.62 | 0.99 | 33.97 | 21.78 | 69.99 | 228.28 | 321.97 | 44.8 | |
| YOLOE-11LIns.Grd.=true2026.05 | 40.05 | 140.6 | 1 | 34 | 21.78 | 69.95 | 228.24 | 321.88 | 44.81 | |
| T2ICountIns.Grd.=false2026.05 | 50.02 | 155.92 | 8.71 | 34.08 | 62.46 | 73.06 | 151.3 | 296.37 | 203.51 | |
| CountGDIns.Grd.=true2026.05 | 55.91 | 1,081.82 | 5.17 | 53.83 | 42.23 | 99.69 | 114.5 | 244.8 | 11.09 | |
| LOCAIns.Grd.=false2026.05 | 68.86 | 179.26 | 14.54 | 55.24 | 81.37 | 65.86 | 124.36 | 473.81 | 39.47 |