# Image Classification on Camelyon17 ID (val) Source: [Image Classification on Camelyon17 ID (val)]() Collection index: [llms.txt]() Data updated: 2026-06-01T09:13:21.567Z Evaluation of Image Classification performance on the validation split of the Camelyon17 ID 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 ID (val) | | 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: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | CORAL | 95.4 | Not recorded | 68fa717d1e209131cea5196d | | CE | 94.18 | Not recorded | 68fa7af41e209131cea85f3e | | ERM | 93.2 | Not recorded | 68fa717d1e209131cea5196d | | Sparse and Shared Feature Activations | 93.2 | Not recorded | 68fa717d1e209131cea5196d | | CE | 92.31 | Not recorded | 68fa7af41e209131cea85f3e | | IRM | 91.6 | Not recorded | 68fa717d1e209131cea5196d | | FGR | 90.68 | Not recorded | 68fa7af41e209131cea85f3e | | Sparse and Shared Feature Activations | 90.4 | Not recorded | 68fa717d1e209131cea5196d | | CE | 88.08 | Not recorded | 68fa7af41e209131cea85f3e | | DFL | 87.01 | Not recorded | 68fa7af41e209131cea85f3e | | FGR | 85.57 | Not recorded | 68fa7af41e209131cea85f3e | | FGR | 84.58 | Not recorded | 68fa7af41e209131cea85f3e | | DFL | 82.65 | Not recorded | 68fa7af41e209131cea85f3e | | DFL | 80.94 | Not recorded | 68fa7af41e209131cea85f3e | ### CORAL Accuracy: 95.4. Result ID: 6991e4b13a6c3148490b467e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CE Accuracy: 94.18. Result ID: 6a1d4d17fbc373592c16bd62. [Reporting paper]() Recorded evaluation configuration: {"Model":"Swin-Tiny","Pre-training":"ImageNet-pretrained","Fine-tuning":"Full-parameter"}. This record does not assert independent reproduction. ### ERM Accuracy: 93.2. Result ID: 6991e4b13a6c3148490b467d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Sparse and Shared Feature Activations Accuracy: 93.2. Result ID: 6991e4b13a6c3148490b4680. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CE Accuracy: 92.31. Result ID: 6a1d4d17fbc373592c16bd5f. [Reporting paper]() Recorded evaluation configuration: {"Model":"ViT-Small","Pre-training":"ImageNet-pretrained","Fine-tuning":"Full-parameter"}. This record does not assert independent reproduction. ### IRM Accuracy: 91.6. Result ID: 6991e4b13a6c3148490b467f. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FGR Accuracy: 90.68. Result ID: 6a1d4d17fbc373592c16bd64. [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: 90.4. Result ID: 6991e4b13a6c3148490b4681. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"beta \> 0 at test time":true}. This record does not assert independent reproduction. ### CE Accuracy: 88.08. Result ID: 6a1d4d17fbc373592c16bd65. [Reporting paper]() Recorded evaluation configuration: {"Model":"DeiT-Small","Pre-training":"ImageNet-pretrained","Fine-tuning":"Full-parameter"}. This record does not assert independent reproduction. ### DFL Accuracy: 87.01. Result ID: 6a1d4d17fbc373592c16bd66. [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. ### FGR Accuracy: 85.57. Result ID: 6a1d4d17fbc373592c16bd67. [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. ### FGR Accuracy: 84.58. Result ID: 6a1d4d17fbc373592c16bd61. [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. ### DFL Accuracy: 82.65. Result ID: 6a1d4d17fbc373592c16bd63. [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: 80.94. Result ID: 6a1d4d17fbc373592c16bd60. [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. Page 1 of 1. This is an index page, not the full collection.