Autonomous Driving on public CARLA leaderboard Nov 2022 (test)
0.7995Driving ScoreReasonNet
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ReasonNetRank=12023.05 | 0.7995 | 0.8989 | 0.89 | 0.13 | 0.02 | 0.01 | 0.08 | 0.04 | 0.33 | |
| InterFuserRank=22023.05 | 0.7618 | 0.8823 | 0.84 | 0.39 | 0.04 | 0.14 | 0.22 | 0.13 | 0.43 | |
| TCPRank=32023.05 | 0.7514 | 0.8563 | 0.87 | 0.32 | 0.37 | 0.04 | 0 | 0.09 | 0.54 | |
| LAVRank=42023.05 | 0.6185 | 0.9446 | 0.64 | 0.7 | 0.04 | 0.02 | 0.17 | 0.25 | 0.1 | |
| TransFuserRank=52023.05 | 0.6118 | 0.8669 | 0.04 | 0.71 | 0.81 | 0.01 | 0.05 | 0.23 | 0.43 | |
| Latent TransFuserRank=62023.05 | 0.452 | 0.6631 | 0.72 | 1.11 | 0.03 | 0.02 | 0.02 | 0.05 | 0.16 | |
| GRIADRank=72023.05 | 0.3679 | 0.6185 | 0.6 | 2.77 | 0 | 0.41 | 0.48 | 1.39 | 0.84 | |
| TransFuser+Rank=82023.05 | 0.3458 | 0.6984 | 0.56 | 0.7 | 0.04 | 0.03 | 0.75 | 0.18 | 2.41 | |
| RailsRank=92023.05 | 0.3137 | 0.5765 | 0.56 | 1.35 | 0.61 | 1.02 | 0.79 | 0.96 | 0.47 | |
| IARLRank=102023.05 | 0.2498 | 0.4697 | 0.52 | 2.33 | 0 | 2.47 | 0.55 | 1.82 | 0.94 | |
| NEATRank=112023.05 | 0.2183 | 0.4171 | 0.65 | 0.74 | 0.04 | 0.62 | 0.7 | 2.68 | 5.22 |