Object Counting on FSCD-LVIS (test)
18.51MAECounting-DETR
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Counting-DETR2022.07 | 18.51 | 24.48 | 0.45 | 3.99 | |
| URMSetting=Few-shot, Source=FSC-1472025.05 | 21.87 | 38.42 | — | — | |
| URMSetting=Zero-shot, Source=FSC-1472025.05 | 23.54 | 39.93 | — | — | |
| FSDetViewRefinement=pseudo box2022.07 | 24.89 | 31.34 | 0.54 | 4.46 | |
| MPCountSetting=Few-shot, Source=FSC-1472025.05 | 25.11 | 41.32 | — | — | |
| FSDetViewRefinement=RR box2022.07 | 26.81 | 33.18 | 0.56 | 4.51 | |
| MPCountSetting=Zero-shot, Source=FSC-1472025.05 | 27.68 | 44.58 | — | — | |
| DCCUSSetting=Few-shot, Source=FSC-1472025.05 | 29.02 | 43.55 | — | — | |
| DAVESetting=Few-shot, Source=FSC-1472025.05 | 29.67 | 45.28 | — | — | |
| FamNetSetting=Few-shot, Source=FSC-1472025.05 | 29.98 | 48.95 | — | — | |
| DCCUSSetting=Zero-shot, Source=FSC-1472025.05 | 30.39 | 44.87 | — | — | |
| DAVESetting=Zero-shot, Source=FSC-1472025.05 | 30.42 | 47.03 | — | — | |
| GSSetting=Few-shot, Source=FSC-1472025.05 | 30.55 | 47.57 | — | — | |
| LOCASetting=Few-shot, Source=FSC-1472025.05 | 30.63 | 44.33 | — | — | |
| LOCASetting=Zero-shot, Source=FSC-1472025.05 | 31.17 | 46.98 | — | — | |
| CounTRSetting=Few-shot, Source=FSC-1472025.05 | 34.76 | 54.39 | — | — | |
| ISWSetting=Few-shot, Source=FSC-1472025.05 | 35.95 | 51.83 | — | — | |
| BMNet+Setting=Few-shot, Source=FSC-1472025.05 | 37.86 | 68.94 | — | — | |
| FamNetRefinement=RR2022.07 | 60.53 | 84 | 1.82 | 14.58 | |
| Attention-RPNRefinement=RR box2022.07 | 61.31 | 64.1 | 1.02 | 6.94 | |
| Attention-RPNRefinement=pseudo box2022.07 | 62.13 | 65.16 | 1.07 | 7.21 |