Out-of-Distribution Detection on ImageNet-1k vs iNaturalist
Metric: Latency, ms (higher is better)
Metric: Latency, ms (higher is better)
| # | Model↕ | Latency, ms▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | NNGuide (RegNet) | 31 | No | Nearest Neighbor Guidance for Out-of-Distributio... | 2023-09-26 | Code |
| 2 | SCALE (ResNet50) | 11.27 | No | Scaling for Training Time and Post-hoc Out-of-di... | 2023-09-30 | Code |
| 3 | NNGuide (ResNet50 w/ ReAct) | 11.1 | No | Nearest Neighbor Guidance for Out-of-Distributio... | 2023-09-26 | Code |
| 4 | DisCoPatch | 1.56 | No | DisCoPatch: Taming Adversarially-driven Batch St... | 2025-01-14 | - |