# Image Classification on CIFAR-100 (test) (Average Best-Found Accuracy) Source: [Image Classification on CIFAR-100 (test) (Average Best-Found Accuracy)]() Collection index: [llms.txt]() Data updated: 2026-05-18T07:58:00.951Z Evaluation of Image Classification performance on the CIFAR-100 test set, reporting the Average Best-Found Accuracy and associated standard deviation across multiple runs. 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) | CIFAR-100 (test) | | Metric | Average Best-Found Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 8 of 8 | | 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 - [Average Best-Found Accuracy](): Higher is better; unit: PERCENT. - [Standard Deviation](): Lower is better; unit: SCALAR. ## Recorded results | Method | Average Best-Found Accuracy | Result date | Report paper | | --- | --- | --- | --- | | COLE | 73.24 | Not recorded | 6a0a9cdbdbc836b87d82b215 | | Path | 73.18 | Not recorded | 6a0a9cdbdbc836b87d82b215 | | COLE | 73.14 | Not recorded | 6a0a9cdbdbc836b87d82b215 | | Path | 72.91 | Not recorded | 6a0a9cdbdbc836b87d82b215 | | COLE | 72.66 | Not recorded | 6a0a9cdbdbc836b87d82b215 | | Path | 72.42 | Not recorded | 6a0a9cdbdbc836b87d82b215 | | COLE | 71.95 | Not recorded | 6a0a9cdbdbc836b87d82b215 | | Path | 71.61 | Not recorded | 6a0a9cdbdbc836b87d82b215 | ### COLE Average Best-Found Accuracy: 73.24. Result ID: 6a0ac53247f34ce924f0a8e7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Budget":"500"}. This record does not assert independent reproduction. ### Path Average Best-Found Accuracy: 73.18. Result ID: 6a0ac53247f34ce924f0a8eb. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Evaluation Budget":"500"}. This record does not assert independent reproduction. ### COLE Average Best-Found Accuracy: 73.14. Result ID: 6a0ac53247f34ce924f0a8e6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Budget":"250"}. This record does not assert independent reproduction. ### Path Average Best-Found Accuracy: 72.91. Result ID: 6a0ac53247f34ce924f0a8ea. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Evaluation Budget":"250"}. This record does not assert independent reproduction. ### COLE Average Best-Found Accuracy: 72.66. Result ID: 6a0ac53247f34ce924f0a8e5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Budget":"120"}. This record does not assert independent reproduction. ### Path Average Best-Found Accuracy: 72.42. Result ID: 6a0ac53247f34ce924f0a8e9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Evaluation Budget":"120"}. This record does not assert independent reproduction. ### COLE Average Best-Found Accuracy: 71.95. Result ID: 6a0ac53247f34ce924f0a8e4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Budget":"60"}. This record does not assert independent reproduction. ### Path Average Best-Found Accuracy: 71.61. Result ID: 6a0ac53247f34ce924f0a8e8. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Evaluation Budget":"60"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.