# Image Classification on Camelyon17 OOD (test) Source: [Image Classification on Camelyon17 OOD (test)]() Collection index: [llms.txt]() Data updated: 2026-06-01T09:13:21.616Z Evaluation of Image Classification performance on the test split of the Camelyon17 Out-of-Distribution dataset, reporting accuracy. 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 | Image Classification | | Dataset (including any stated split) | Camelyon17 OOD (test) | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 14 of 14 | | 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 - [Accuracy](): Higher is better; unit: PERCENT. - [ECE](): Lower is better; unit: SCALAR. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | FGR | 91.46 | Not recorded | 68fa7af41e209131cea85f3e | | DFL | 87.17 | Not recorded | 68fa7af41e209131cea85f3e | | Sparse and Shared Feature Activations | 85.5 | Not recorded | 68fa717d1e209131cea5196d | | CE | 82.73 | Not recorded | 68fa7af41e209131cea85f3e | | CE | 82.37 | Not recorded | 68fa7af41e209131cea85f3e | | FGR | 82.29 | Not recorded | 68fa7af41e209131cea85f3e | | CE | 80.52 | Not recorded | 68fa7af41e209131cea85f3e | | FGR | 75.99 | Not recorded | 68fa7af41e209131cea85f3e | | Sparse and Shared Feature Activations | 74.1 | Not recorded | 68fa717d1e209131cea5196d | | DFL | 73.85 | Not recorded | 68fa7af41e209131cea85f3e | | DFL | 72.93 | Not recorded | 68fa7af41e209131cea85f3e | | ERM | 70.3 | Not recorded | 68fa717d1e209131cea5196d | | IRM | 64.2 | Not recorded | 68fa717d1e209131cea5196d | | CORAL | 59.5 | Not recorded | 68fa717d1e209131cea5196d | ### FGR Accuracy: 91.46. Result ID: 6a1d4d17fbc373592c16bd6d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Swin-Tiny","Pre-training":"ImageNet-pretrained","Fine-tuning":"Full-parameter"}. This record does not assert independent reproduction. ### DFL Accuracy: 87.17. Result ID: 6a1d4d17fbc373592c16bd6c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Swin-Tiny","Pre-training":"ImageNet-pretrained","Fine-tuning":"Full-parameter"}. This record does not assert independent reproduction. ### Sparse and Shared Feature Activations Accuracy: 85.5. Result ID: 6991e4b13a6c3148490b468b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"beta \> 0 at test time":true}. This record does not assert independent reproduction. ### CE Accuracy: 82.73. Result ID: 6a1d4d17fbc373592c16bd6b. [Reporting paper]() Recorded evaluation configuration: {"Model":"Swin-Tiny","Pre-training":"ImageNet-pretrained","Fine-tuning":"Full-parameter"}. This record does not assert independent reproduction. ### CE Accuracy: 82.37. Result ID: 6a1d4d17fbc373592c16bd68. [Reporting paper]() Recorded evaluation configuration: {"Model":"ViT-Small","Pre-training":"ImageNet-pretrained","Fine-tuning":"Full-parameter"}. This record does not assert independent reproduction. ### FGR Accuracy: 82.29. Result ID: 6a1d4d17fbc373592c16bd70. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"DeiT-Small","Pre-training":"ImageNet-pretrained","Fine-tuning":"Full-parameter"}. This record does not assert independent reproduction. ### CE Accuracy: 80.52. Result ID: 6a1d4d17fbc373592c16bd6e. [Reporting paper]() Recorded evaluation configuration: {"Model":"DeiT-Small","Pre-training":"ImageNet-pretrained","Fine-tuning":"Full-parameter"}. This record does not assert independent reproduction. ### FGR Accuracy: 75.99. Result ID: 6a1d4d17fbc373592c16bd6a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"ViT-Small","Pre-training":"ImageNet-pretrained","Fine-tuning":"Full-parameter"}. This record does not assert independent reproduction. ### Sparse and Shared Feature Activations Accuracy: 74.1. Result ID: 6991e4b13a6c3148490b468a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DFL Accuracy: 73.85. Result ID: 6a1d4d17fbc373592c16bd6f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"DeiT-Small","Pre-training":"ImageNet-pretrained","Fine-tuning":"Full-parameter"}. This record does not assert independent reproduction. ### DFL Accuracy: 72.93. Result ID: 6a1d4d17fbc373592c16bd69. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"ViT-Small","Pre-training":"ImageNet-pretrained","Fine-tuning":"Full-parameter"}. This record does not assert independent reproduction. ### ERM Accuracy: 70.3. Result ID: 6991e4b13a6c3148490b4687. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### IRM Accuracy: 64.2. Result ID: 6991e4b13a6c3148490b4689. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CORAL Accuracy: 59.5. Result ID: 6991e4b13a6c3148490b4688. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.