Traffic Accident Anticipation on Traffic Accident Prediction dataset
93IoU (Threshold 0.1)DRIVE
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DRIVEAccident probability threshold=0.5, Random shuffling=false2026.04 | 93 | 30 | 5 | 2 | 8.01 | 6.73 | |
| DRIVEAccident probability threshold=0.5, Random shuffling=true2026.04 | 93 | 37 | 11 | 3 | 7.04 | 5.73 | |
| DSTAAccident probability threshold=0.5, Random shuffling=false2026.04 | 93 | 31 | 6 | 1 | 7.98 | 6.58 | |
| DSTAAccident probability threshold=0.5, Random shuffling=true2026.04 | 93 | 31 | 6 | 1 | 8.22 | 6.86 | |
| BIAS-SparKAccident probability threshold=0.52026.04 | 89 | 78 | 57 | 24 | 2.26 | 0.72 | |
| Kinetics-I3DAccident probability threshold=0.52026.04 | 83 | 73 | 53 | 26 | 2.05 | 0.08 | |
| SalFoM-SparKAccident probability threshold=0.52026.04 | 77 | 68 | 44 | 16 | 1.58 | -0.17 | |
| Itti-SparKAccident probability threshold=0.52026.04 | 58 | 42 | 19 | 6 | 0.83 | -0.62 | |
| UstringAccident probability threshold=0.5, Random shuffling=false2026.04 | 52 | 14 | 2 | 0 | 6.89 | 5.24 | |
| UstringAccident probability threshold=0.5, Random shuffling=true2026.04 | 50 | 28 | 10 | 3 | 3.9 | 1.6 |