Traffic Sign Classification on GTSRB Physical Stop Sign (30cm POV display) (test)
100ASR (5m)POV display attack (ResNet-50)
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| POV display attack (ResNet-50)Model=ResNet-50, Training Dataset=GTSRB, POV Display Shape=Circle, POV Display Size=30cm2026.06 | 100 | — | 100 | — | 100 | — | 100 | — | |
| POV display attack (ResNet-50)Model=ResNet-50, Training Dataset=GTSRB, POV Display Shape=Sectors, POV Display Size=30cm2026.06 | 99.7 | 30 | 100 | — | 100 | — | 100 | — | |
| POV display attack (ConvNeXt s.)Model=ConvNeXt s., Training Dataset=GTSRB, POV Display Shape=Sectors, POV Display Size=30cm2026.06 | 91.28 | — | 77.84 | — | 97 | — | 98.88 | — | |
| POV display attack (ConvNeXt s.)Model=ConvNeXt s., Training Dataset=GTSRB, POV Display Shape=Circle, POV Display Size=30cm2026.06 | 40.69 | — | 100 | — | 100 | — | 100 | — |