Traffic State Estimation on Experiment Set 2
96.4CMJS ImprovementNE
Evaluation results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| NECell size=20 s×40 m, Upscaling factor=4×2026.03 | 96.4 | — | — | — | — | — | — | — | — | — | — | 90.6 | 16.6 | |
| NALRCell size=20 s×40 m, Upscaling factor=4×2026.03 | 96.2 | — | — | — | — | — | — | — | — | — | — | 94 | 13.4 | |
| GLRCell size=20 s×40 m, Upscaling factor=4×2026.03 | 96.2 | — | — | — | — | — | — | — | — | — | — | 92.9 | 13.8 | |
| NALRCell size=40 s×100 m, Upscaling factor=4×2026.03 | 95.8 | — | — | — | — | — | — | — | — | — | — | 92.2 | 16.1 | |
| GLRCell size=40 s×100 m, Upscaling factor=4×2026.03 | 95.7 | — | — | — | — | — | — | — | — | — | — | 92.2 | 15.3 | |
| NALRCell size=40 s×40 m, Upscaling factor=4×2026.03 | 95.4 | — | — | — | — | — | — | — | — | — | — | 92.3 | 16 | |
| NECell size=20 s×100 m, Upscaling factor=4×2026.03 | 95.1 | — | — | — | — | — | — | — | — | — | — | 89.2 | 18.8 | |
| NALRCell size=20 s×100 m, Upscaling factor=4×2026.03 | 94.9 | — | — | — | — | — | — | — | — | — | — | 89.6 | 18.4 | |
| GLRCell size=20 s×100 m, Upscaling factor=4×2026.03 | 94.9 | — | — | — | — | — | — | — | — | — | — | 91.3 | 15.5 | |
| NECell size=40 s×100 m, Upscaling factor=4×2026.03 | 94.7 | — | — | — | — | — | — | — | — | — | — | 91.1 | 16.9 | |
| GLRCell size=40 s×40 m, Upscaling factor=4×2026.03 | 94.7 | — | — | — | — | — | — | — | — | — | — | 91.7 | 16.7 | |
| NALRCell size=20 s×40 m, Upscaling factor=16×2026.03 | 94.7 | — | — | — | — | — | — | — | — | — | — | 78.4 | 20.8 | |
| NECell size=40 s×40 m, Upscaling factor=4×2026.03 | 94.5 | — | — | — | — | — | — | — | — | — | — | 89.6 | 18.1 | |
| NECell size=20 s×40 m, Upscaling factor=16×2026.03 | 94.5 | — | — | — | — | — | — | — | — | — | — | 71.9 | 26.2 | |
| GLRCell size=20 s×40 m, Upscaling factor=16×2026.03 | 94.4 | — | — | — | — | — | — | — | — | — | — | 75.7 | 22.2 | |
| NALRCell size=40 s×40 m, Upscaling factor=16×2026.03 | 94.2 | — | — | — | — | — | — | — | — | — | — | 72.6 | 23.3 | |
| NALRCell size=20 s×100 m, Upscaling factor=16×2026.03 | 94 | — | — | — | — | — | — | — | — | — | — | 73.5 | 21.9 | |
| NALRCell size=40 s×100 m, Upscaling factor=16×2026.03 | 93.8 | — | — | — | — | — | — | — | — | — | — | 74.4 | 21.5 | |
| GLRCell size=20 s×100 m, Upscaling factor=16×2026.03 | 93.7 | — | — | — | — | — | — | — | — | — | — | 75.9 | 22.7 | |
| NECell size=20 s×100 m, Upscaling factor=16×2026.03 | 93.7 | — | — | — | — | — | — | — | — | — | — | 71.5 | 25.7 | |
| GLRCell size=40 s×40 m, Upscaling factor=16×2026.03 | 92.9 | — | — | — | — | — | — | — | — | — | — | 71.1 | 23.8 | |
| NECell size=40 s×40 m, Upscaling factor=16×2026.03 | 92.9 | — | — | — | — | — | — | — | — | — | — | 67.2 | 26.5 | |
| NECell size=40 s×100 m, Upscaling factor=16×2026.03 | 92.1 | — | — | — | — | — | — | — | — | — | — | 70.8 | 24.4 | |
| GLRCell size=40 s×100 m, Upscaling factor=16×2026.03 | 92 | — | — | — | — | — | — | — | — | — | — | 74.5 | 23 | |
| NALRCell size=40 s×100 m, Upscaling factor=4×2026.03 | — | 8.05 | 9.68 | 10.69 | 3.46 | 0.11 | 1.1 | -0.1 | 1.13 | -5.12 | 4.88 | — | — | |
| NALRCell size=40 s×100 m, Upscaling factor=16×2026.03 | — | 3.75 | 1.27 | 4.04 | -9.04 | 1.97 | 1.91 | -0.12 | 5.13 | 6.59 | 12.09 | — | — | |
| NALRCell size=20 s×100 m, Upscaling factor=4×2026.03 | — | -5.06 | 3.69 | -3.1 | 0.24 | 0.01 | -0.26 | -1.84 | 0.39 | -18.82 | 1.8 | — | — | |
| NALRCell size=20 s×100 m, Upscaling factor=16×2026.03 | — | -1.64 | 1.75 | -0.45 | -4.32 | 0.38 | 0.33 | -3.18 | 2.74 | 3.64 | 14.8 | — | — | |
| NALRCell size=40 s×40 m, Upscaling factor=4×2026.03 | — | 4.83 | 10.27 | 2.11 | 5.25 | 0.74 | 0.97 | 0.64 | 3.09 | 4.25 | 11.62 | — | — | |
| NALRCell size=40 s×40 m, Upscaling factor=16×2026.03 | — | 2.58 | 3.55 | 0.14 | -3.13 | 1.37 | 1.37 | 2.17 | 8.14 | 1.96 | 12.18 | — | — | |
| NALRCell size=20 s×40 m, Upscaling factor=4×2026.03 | — | 4.65 | 14.65 | 6.22 | 15.13 | 0.02 | -0.19 | 1.09 | 3.72 | 2.41 | 19.32 | — | — | |
| NALRCell size=20 s×40 m, Upscaling factor=16×2026.03 | — | 3.51 | 7.46 | 4.43 | 6.73 | 0.39 | 0.29 | 3.59 | 9.07 | 6.15 | 20.53 | — | — |