# Out-of-distribution detection on Tiny ImageNet CROP (test) Source: [Out-of-distribution detection on Tiny ImageNet CROP (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:40:45.918Z Evaluation of Out-of-Distribution detection performance using the test split of the cropped version of the Tiny ImageNet dataset. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Out-of-distribution detection | | Dataset (including any stated split) | Tiny ImageNet CROP (test) | | Metric | Detection Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 11 of 11 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [Detection Accuracy](): Higher is better; unit: PERCENT. - [AUROC](): Higher is better; unit: PERCENT. - [AUPR (ID)](): Higher is better; unit: PERCENT. - [AUPR (OOD)](): Higher is better; unit: PERCENT. ## Recorded results | Method | Detection Accuracy | Result date | Report paper | | --- | --- | --- | --- | | AlignMixup/AE | 79.7 | Not recorded | 68fa6c1a1e209131cea322ed | | AlignMixup | 77.2 | Not recorded | 68fa6c1a1e209131cea322ed | | StyleCutMix | 75.3 | Not recorded | 68fa6c1a1e209131cea322ed | | Saliency Mix | 73.3 | Not recorded | 68fa6c1a1e209131cea322ed | | PuzzleMix | 71.8 | Not recorded | 68fa6c1a1e209131cea322ed | | Co-Mixup | 71.5 | Not recorded | 68fa6c1a1e209131cea322ed | | Cutmix | 70.4 | Not recorded | 68fa6c1a1e209131cea322ed | | StyleMix | 67.8 | Not recorded | 68fa6c1a1e209131cea322ed | | Manifold | 67.4 | Not recorded | 68fa6c1a1e209131cea322ed | | Baseline | 61.2 | Not recorded | 68fa6c1a1e209131cea322ed | | Input | 58.7 | Not recorded | 68fa6c1a1e209131cea322ed | ### AlignMixup/AE Detection Accuracy: 79.7. Result ID: 698ed3ebffc3901de0a1ccba. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"PreActResnet18"}. This record does not assert independent reproduction. ### AlignMixup Detection Accuracy: 77.2. Result ID: 698ed3ebffc3901de0a1ccb9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"PreActResnet18"}. This record does not assert independent reproduction. ### StyleCutMix Detection Accuracy: 75.3. Result ID: 698ed3ebffc3901de0a1ccb8. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"PreActResnet18"}. This record does not assert independent reproduction. ### Saliency Mix Detection Accuracy: 73.3. Result ID: 698ed3ebffc3901de0a1ccb6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"PreActResnet18"}. This record does not assert independent reproduction. ### PuzzleMix Detection Accuracy: 71.8. Result ID: 698ed3ebffc3901de0a1ccb4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"PreActResnet18"}. This record does not assert independent reproduction. ### Co-Mixup Detection Accuracy: 71.5. Result ID: 698ed3ebffc3901de0a1ccb5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"PreActResnet18"}. This record does not assert independent reproduction. ### Cutmix Detection Accuracy: 70.4. Result ID: 698ed3ebffc3901de0a1ccb2. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"PreActResnet18"}. This record does not assert independent reproduction. ### StyleMix Detection Accuracy: 67.8. Result ID: 698ed3ebffc3901de0a1ccb7. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"PreActResnet18"}. This record does not assert independent reproduction. ### Manifold Detection Accuracy: 67.4. Result ID: 698ed3ebffc3901de0a1ccb3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"PreActResnet18"}. This record does not assert independent reproduction. ### Baseline Detection Accuracy: 61.2. Result ID: 698ed3ebffc3901de0a1ccb0. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"PreActResnet18"}. This record does not assert independent reproduction. ### Input Detection Accuracy: 58.7. Result ID: 698ed3ebffc3901de0a1ccb1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"PreActResnet18"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.