Out-of-Distribution Detection on UCF101
6.5FPRModality-Aware OOD detector
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Modality-Aware OOD detectorModality=Hybrid, Backbone=SlowFast, Pre-training=Kinetics-4002026.06 | 6.5 | 98.4 | |
| A2DhModality=Hybrid, Backbone=SlowFast, Pre-training=Kinetics-4002026.06 | 7 | 98.4 | |
| DPUhModality=Hybrid, Backbone=SlowFast, Pre-training=Kinetics-4002026.06 | 7.8 | 98.2 | |
| A2DpModality=Prediction-based, Backbone=SlowFast, Pre-training=Kinetics-4002026.06 | 8 | 98.3 | |
| DPUpModality=Prediction-based, Backbone=SlowFast, Pre-training=Kinetics-4002026.06 | 10 | 97.7 | |
| DPUfModality=Feature-based, Backbone=SlowFast, Pre-training=Kinetics-4002026.06 | 10.6 | 97.6 | |
| A2DfModality=Feature-based, Backbone=SlowFast, Pre-training=Kinetics-4002026.06 | 12.7 | 97.4 |