Crowd Counting on SHHA
28.1MAEFIDTM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FIDTMCondition=Clean2026.03 | 28.1 | — | |
| GramformerCondition=Clean2026.03 | 29.91 | — | |
| SASNetCondition=Clean2026.03 | 36.98 | — | |
| P2PNetCondition=Clean2026.03 | 46.12 | — | |
| APGCCCondition=Clean2026.03 | 56.55 | — | |
| PETCondition=Clean2026.03 | 70.21 | — | |
| HMoDECondition=Clean2026.03 | 74.8 | — | |
| CrowdGenSource Model=APGCC, Target Model=HMoDE2026.03 | 171.53 | 0.55 | |
| CrowdGenSource Model=P2PNet, Target Model=HMoDE2026.03 | 189.79 | 0.6 | |
| CrowdGenSource Model=APGCC, Target Model=Gramformer2026.03 | 203.11 | 0.65 | |
| CrowdGenSource Model=P2PNet, Target Model=Gramformer2026.03 | 221.08 | 0.7 | |
| CrowdGenSource Model=P2PNet, Target Model=APGCC2026.03 | 224.67 | 0.71 | |
| CrowdGenSource Model=APGCC, Target Model=PET2026.03 | 231.59 | 0.74 | |
| CrowdGenSource Model=Gramformer, Target Model=HMoDE2026.03 | 249.11 | 0.98 | |
| CrowdGenSource Model=HMoDE, Target Model=HMoDE2026.03 | 249.19 | 1 | |
| CrowdGenSource Model=SASNet, Target Model=HMoDE2026.03 | 249.61 | 0.83 | |
| CrowdGenSource Model=FIDTM, Target Model=HMoDE2026.03 | 250.52 | 0.96 | |
| CrowdGenSource Model=PET, Target Model=HMoDE2026.03 | 252.33 | 0.83 | |
| CrowdGenSource Model=Gramformer, Target Model=Gramformer2026.03 | 254.89 | 1 | |
| CrowdGenSource Model=P2PNet, Target Model=PET2026.03 | 255.61 | 0.81 | |
| CrowdGenSource Model=APGCC, Target Model=FIDTM2026.03 | 257.32 | 0.82 | |
| CrowdGenSource Model=SASNet, Target Model=Gramformer2026.03 | 257.54 | 0.86 | |
| CrowdGenSource Model=HMoDE, Target Model=Gramformer2026.03 | 257.62 | 1.03 | |
| CrowdGenSource Model=APGCC, Target Model=SASNet2026.03 | 268.03 | 0.86 | |
| CrowdGenSource Model=P2PNet, Target Model=FIDTM2026.03 | 268.9 | 0.85 | |
| CrowdGenSource Model=PET, Target Model=Gramformer2026.03 | 269.92 | 0.88 | |
| CrowdGenSource Model=FIDTM, Target Model=Gramformer2026.03 | 277.25 | 1.07 | |
| CrowdGenSource Model=P2PNet, Target Model=SASNet2026.03 | 281 | 0.89 | |
| CrowdGenSource Model=Gramformer, Target Model=SASNet2026.03 | 297.73 | 1.17 | |
| CrowdGenSource Model=APGCC, Target Model=P2PNet2026.03 | 297.82 | 0.95 | |
| CrowdGenSource Model=SASNet, Target Model=SASNet2026.03 | 300.82 | 1 | |
| CrowdGenSource Model=HMoDE, Target Model=SASNet2026.03 | 301.36 | 1.21 | |
| CrowdGenSource Model=PET, Target Model=PET2026.03 | 305.43 | 1 | |
| CrowdGenSource Model=FIDTM, Target Model=SASNet2026.03 | 313.45 | 1.21 | |
| CrowdGenSource Model=APGCC, Target Model=APGCC2026.03 | 313.45 | 1 | |
| CrowdGenSource Model=PET, Target Model=SASNet2026.03 | 315 | 1.03 | |
| CrowdGenSource Model=P2PNet, Target Model=P2PNet2026.03 | 316.58 | 1 | |
| CrowdGenSource Model=SASNet, Target Model=FIDTM2026.03 | 338.67 | 1.13 | |
| CrowdGenSource Model=Gramformer, Target Model=FIDTM2026.03 | 338.8 | 1.33 | |
| CrowdGenSource Model=HMoDE, Target Model=FIDTM2026.03 | 338.82 | 1.36 | |
| CrowdGenSource Model=PET, Target Model=FIDTM2026.03 | 350.84 | 1.15 | |
| CrowdGenSource Model=FIDTM, Target Model=FIDTM2026.03 | 353.08 | 1 | |
| CrowdGenSource Model=Gramformer, Target Model=PET2026.03 | 364.24 | 1.43 | |
| CrowdGenSource Model=SASNet, Target Model=PET2026.03 | 364.59 | 1.21 | |
| CrowdGenSource Model=HMoDE, Target Model=PET2026.03 | 366.16 | 1.47 | |
| CrowdGenSource Model=FIDTM, Target Model=PET2026.03 | 373.7 | 1.44 | |
| CrowdGenSource Model=HMoDE, Target Model=APGCC2026.03 | 397.48 | 1.6 | |
| CrowdGenSource Model=SASNet, Target Model=APGCC2026.03 | 397.96 | 1.32 | |
| CrowdGenSource Model=Gramformer, Target Model=APGCC2026.03 | 398.49 | 1.56 | |
| CrowdGenSource Model=PET, Target Model=APGCC2026.03 | 406.19 | 1.33 | |
| CrowdGenSource Model=FIDTM, Target Model=APGCC2026.03 | 407.76 | 1.57 | |
| CrowdGenSource Model=Gramformer, Target Model=P2PNet2026.03 | 419.22 | 1.64 | |
| CrowdGenSource Model=SASNet, Target Model=P2PNet2026.03 | 420.17 | 1.4 | |
| CrowdGenSource Model=HMoDE, Target Model=P2PNet2026.03 | 420.71 | 1.69 | |
| CrowdGenSource Model=FIDTM, Target Model=P2PNet2026.03 | 426.89 | 1.64 | |
| CrowdGenSource Model=PET, Target Model=P2PNet2026.03 | 430.91 | 1.41 |