Crowd Counting on SHHA Dense >1000
126.1MAEPAP
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PAPTarget Model=FIDTM2026.03 | 126.1 | 8.1 | 23.32 | 0.982 | |
| CleanTarget Model=FIDTM2026.03 | 128 | 7.82 | — | — | |
| FIATarget Model=FIDTM2026.03 | 241 | 13.73 | 17.43 | 0.736 | |
| GRATarget Model=FIDTM2026.03 | 251.3 | 14.32 | 17.44 | 0.737 | |
| AdmixTarget Model=FIDTM2026.03 | 260.8 | 14.71 | 17.48 | 0.738 | |
| SVRETarget Model=FIDTM2026.03 | 264.6 | 15.11 | 17.43 | 0.736 | |
| L2TTarget Model=FIDTM2026.03 | 268.5 | 14.9 | 17.49 | 0.74 | |
| DI-2FGSMTarget Model=FIDTM2026.03 | 273 | 15.47 | 17.43 | 0.736 | |
| GE-AdvGANTarget Model=FIDTM2026.03 | 518.8 | 31.11 | 21.48 | 0.827 | |
| Ours using SASNetTarget Model=FIDTM, Surrogate Model=SASNet2026.03 | 1,013.6 | 58.42 | 18.81 | 0.806 | |
| Ours using P2PNetTarget Model=FIDTM, Surrogate Model=P2PNet2026.03 | 1,040.18 | 60.04 | 18.73 | 0.8026 | |
| DiffAttackTarget Model=FIDTM2026.03 | 1,591.3 | 88.37 | 10.36 | 0.332 |