Driver Visual Attention Prediction on TrafficGaze (test)
0.24KLDDiffAttn
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DiffAttnInput=I+S, #=92M2026.03 | 0.24 | 0.95 | 0.82 | 6.11 | 0.99 | |
| DPSNNInput=I+S, #=8M2026.03 | 0.25 | 0.95 | 0.8 | 6.07 | 0.98 | |
| CPFEInput=I+S2026.03 | 0.26 | 0.89 | 0.77 | 4.33 | 0.94 | |
| MTSFInput=V+S, #=194M2026.03 | 0.26 | 0.96 | 0.82 | 5.98 | 0.98 | |
| Fu et al.Input=I+S, #=41M2026.03 | 0.26 | 0.93 | 0.73 | — | — | |
| ACLNetInput=V+S2026.03 | 0.27 | 0.91 | 0.77 | 5.73 | 0.95 | |
| DrFixD-rainyInput=V+S, #=40M2026.03 | 0.28 | 0.94 | 0.78 | 6.01 | 0.98 | |
| SalM2Input=I+S, #=<0.1M2026.03 | 0.28 | 0.94 | 0.78 | 5.9 | 0.98 | |
| CDNNInput=I+S, #=<1M2026.03 | 0.29 | 0.95 | 0.78 | 5.83 | 0.97 | |
| SalEMAInput=V+S, #=218M2026.03 | 0.3 | 0.93 | 0.77 | 5.81 | 0.97 | |
| Gate-DAPInput=V+M, #=106M2026.03 | 0.33 | 0.92 | 0.77 | 5.92 | 0.98 | |
| SCOUT+Input=V+M, #=5M2026.03 | 0.39 | 0.91 | 0.72 | 5.35 | 0.97 | |
| FBLNetInput=I+S, #=87M2026.03 | 0.46 | 0.9 | 0.69 | 6.5 | 0.97 | |
| SCAFNetInput=V+M, #=55M2026.03 | 0.66 | 0.94 | 0.77 | 6.1 | 0.98 | |
| MLNetInput=I+S, #=15M2026.03 | 0.87 | 0.87 | 0.45 | 5.69 | 0.9 | |
| TASED-NetInput=V+S, #=21M2026.03 | 1.43 | 0.94 | 0.79 | 5.73 | 0.97 |