Anomaly Segmentation on Road
93.6AUROCVCP-CLIP (ours)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| VCP-CLIP (ours)Training Requirement=Training-required2024.07 | 93.6 | 66.4 | 32.1 | |
| Baseline (ours)Training Requirement=Training-required2024.07 | 92.7 | 62.9 | 30.2 | |
| CoCoOpTraining Requirement=Training-required2024.07 | 91 | 56 | 29.4 | |
| APRIL-GANTraining Requirement=Training-required2024.07 | 89 | 6.1 | 30.4 | |
| AnVoLTraining Requirement=Training-free2024.07 | 85.8 | 39.9 | 18.3 | |
| WinCLIPTraining Requirement=Training-free2024.07 | 78.1 | 37.9 | 11 | |
| AnomalyGPTTraining Requirement=Training-required2024.07 | 67.6 | 15.5 | 9.2 |