Crowd Counting on UCF-QNRF (MAE/TR)
279.08MAEClean
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CleanTarget Model=FIDTM2026.03 | 279.08 | — | |
| CleanTarget Model=APGCC2026.03 | 288.12 | — | |
| CleanTarget Model=Gramformer2026.03 | 290.44 | — | |
| CleanTarget Model=P2PNet2026.03 | 324.73 | — | |
| CleanTarget Model=SASNet2026.03 | 326.94 | — | |
| CleanTarget Model=HMoDE2026.03 | 339.02 | — | |
| CleanTarget Model=PET2026.03 | 393.19 | — | |
| CrowdGenSource Model=P2PNet, Target Model=HMoDE2026.03 | 437.98 | 0.66 | |
| CrowdGenSource Model=SASNet, Target Model=HMoDE2026.03 | 526.73 | 0.85 | |
| CrowdGenSource Model=HMoDE, Target Model=HMoDE2026.03 | 527.32 | 1 | |
| CrowdGenSource Model=P2PNet, Target Model=Gramformer2026.03 | 527.64 | 0.79 | |
| CrowdGenSource Model=Gramformer, Target Model=HMoDE2026.03 | 528.07 | 0.86 | |
| CrowdGenSource Model=PET, Target Model=HMoDE2026.03 | 530.11 | 0.69 | |
| CrowdGenSource Model=FIDTM, Target Model=HMoDE2026.03 | 530.23 | 0.69 | |
| CrowdGenSource Model=APGCC, Target Model=HMoDE2026.03 | 538.86 | 0.67 | |
| CrowdGenSource Model=SASNet, Target Model=Gramformer2026.03 | 613.61 | 0.99 | |
| CrowdGenSource Model=Gramformer, Target Model=Gramformer2026.03 | 613.91 | 1 | |
| CrowdGenSource Model=HMoDE, Target Model=Gramformer2026.03 | 614 | 1.16 | |
| CrowdGenSource Model=P2PNet, Target Model=SASNet2026.03 | 615.04 | 0.93 | |
| CrowdGenSource Model=APGCC, Target Model=Gramformer2026.03 | 616.8 | 0.77 | |
| CrowdGenSource Model=SASNet, Target Model=SASNet2026.03 | 619.74 | 1 | |
| CrowdGenSource Model=HMoDE, Target Model=SASNet2026.03 | 619.96 | 1.18 | |
| CrowdGenSource Model=Gramformer, Target Model=SASNet2026.03 | 620 | 1 | |
| CrowdGenSource Model=PET, Target Model=Gramformer2026.03 | 621.62 | 0.81 | |
| CrowdGenSource Model=PET, Target Model=SASNet2026.03 | 630.5 | 0.83 | |
| CrowdGenSource Model=P2PNet, Target Model=FIDTM2026.03 | 632 | 0.95 | |
| CrowdGenSource Model=APGCC, Target Model=SASNet2026.03 | 634.1 | 0.79 | |
| CrowdGenSource Model=FIDTM, Target Model=SASNet2026.03 | 639.64 | 0.83 | |
| CrowdGenSource Model=FIDTM, Target Model=Gramformer2026.03 | 647 | 0.84 | |
| CrowdGenSource Model=P2PNet, Target Model=P2PNet2026.03 | 663.95 | 1 | |
| CrowdGenSource Model=P2PNet, Target Model=PET2026.03 | 671.59 | 1.01 | |
| CrowdGenSource Model=P2PNet, Target Model=APGCC2026.03 | 686.58 | 1.03 | |
| CrowdGenSource Model=HMoDE, Target Model=FIDTM2026.03 | 741.44 | 1.41 | |
| CrowdGenSource Model=SASNet, Target Model=FIDTM2026.03 | 741.62 | 1.2 | |
| CrowdGenSource Model=Gramformer, Target Model=FIDTM2026.03 | 741.87 | 1.21 | |
| CrowdGenSource Model=APGCC, Target Model=FIDTM2026.03 | 744.52 | 0.92 | |
| CrowdGenSource Model=PET, Target Model=FIDTM2026.03 | 747.29 | 0.98 | |
| CrowdGenSource Model=APGCC, Target Model=PET2026.03 | 762.85 | 0.95 | |
| CrowdGenSource Model=PET, Target Model=PET2026.03 | 763.3 | 1 | |
| CrowdGenSource Model=FIDTM, Target Model=FIDTM2026.03 | 767.54 | 1 | |
| CrowdGenSource Model=APGCC, Target Model=APGCC2026.03 | 805.3 | 1 | |
| CrowdGenSource Model=Gramformer, Target Model=APGCC2026.03 | 808.04 | 1.32 | |
| CrowdGenSource Model=HMoDE, Target Model=APGCC2026.03 | 808.13 | 1.53 | |
| CrowdGenSource Model=SASNet, Target Model=APGCC2026.03 | 808.79 | 1.31 | |
| CrowdGenSource Model=PET, Target Model=APGCC2026.03 | 813.33 | 1.07 | |
| CrowdGenSource Model=SASNet, Target Model=P2PNet2026.03 | 819.59 | 1.32 | |
| CrowdGenSource Model=HMoDE, Target Model=P2PNet2026.03 | 819.81 | 1.55 | |
| CrowdGenSource Model=FIDTM, Target Model=APGCC2026.03 | 819.93 | 1.07 | |
| CrowdGenSource Model=Gramformer, Target Model=P2PNet2026.03 | 820.31 | 1.34 | |
| CrowdGenSource Model=APGCC, Target Model=P2PNet2026.03 | 828.21 | 1.03 | |
| CrowdGenSource Model=PET, Target Model=P2PNet2026.03 | 831.23 | 1.09 | |
| CrowdGenSource Model=FIDTM, Target Model=P2PNet2026.03 | 833.09 | 1.09 | |
| CrowdGenSource Model=Gramformer, Target Model=PET2026.03 | 843.33 | 1.37 | |
| CrowdGenSource Model=SASNet, Target Model=PET2026.03 | 843.36 | 1.36 | |
| CrowdGenSource Model=HMoDE, Target Model=PET2026.03 | 843.42 | 1.6 | |
| CrowdGenSource Model=FIDTM, Target Model=PET2026.03 | 846.11 | 1.1 |