# Classification on Banana Source: [Classification on Banana]() Collection index: [llms.txt]() Data updated: 2026-03-31T09:46:21.949Z Evaluation of Classification performance on the Banana dataset, reporting Average Accuracy and Standard Deviation. 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 | Classification | | Dataset (including any stated split) | Banana | | Metric | Average Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 16 of 16 | | 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 Accuracy](): Higher is better; unit: PERCENT. - [Standard Deviation](): Lower is better; unit: SCALAR. ## Recorded results | Method | Average Accuracy | Result date | Report paper | | --- | --- | --- | --- | | SPROUT-L | 90.77 | Not recorded | 69cb555d0636e5bf4afca224 | | LMT | 89.3 | Not recorded | 68fa77751e209131cea733db | | RF | 89.3 | Not recorded | 68fa77751e209131cea733db | | CART | 89.1 | Not recorded | 68fa77751e209131cea733db | | LS-OMS | 88.7 | Not recorded | 68fa77751e209131cea733db | | OCMT | 88 | Not recorded | 68fa77751e209131cea733db | | MAE-L | 87.53 | Not recorded | 69cb555d0636e5bf4afca224 | | CLIP-L | 86.15 | Not recorded | 69cb555d0636e5bf4afca224 | | DINOv3-L | 86.06 | Not recorded | 69cb555d0636e5bf4afca224 | | DL8.5 | 85.6 | Not recorded | 68fa77751e209131cea733db | | DINOv2-L | 83.47 | Not recorded | 69cb555d0636e5bf4afca224 | | ResNet101 | 74.42 | Not recorded | 69cb555d0636e5bf4afca224 | | OCT | 71.4 | Not recorded | 68fa77751e209131cea733db | | OCMT-H | 68.2 | Not recorded | 68fa77751e209131cea733db | | OCT-H | 55.9 | Not recorded | 68fa77751e209131cea733db | | SVM | 55.2 | Not recorded | 68fa77751e209131cea733db | ### SPROUT-L Average Accuracy: 90.77. Result ID: 69cb97e747f34ce924b44ab1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"size":"Large"}. This record does not assert independent reproduction. ### LMT Average Accuracy: 89.3. Result ID: 69b11f6d6dbb7075b95b4899. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RF Average Accuracy: 89.3. Result ID: 69b11f6d6dbb7075b95b489b. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CART Average Accuracy: 89.1. Result ID: 69b11f6d6dbb7075b95b489a. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LS-OMS Average Accuracy: 88.7. Result ID: 69b11f6d6dbb7075b95b489e. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### OCMT Average Accuracy: 88. Result ID: 69b11f6d6dbb7075b95b4895. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MAE-L Average Accuracy: 87.53. Result ID: 69cb97e747f34ce924b44aaf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"size":"Large"}. This record does not assert independent reproduction. ### CLIP-L Average Accuracy: 86.15. Result ID: 69cb97e747f34ce924b44ab0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"size":"Large"}. This record does not assert independent reproduction. ### DINOv3-L Average Accuracy: 86.06. Result ID: 69cb97e747f34ce924b44aae. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"size":"Large"}. This record does not assert independent reproduction. ### DL8.5 Average Accuracy: 85.6. Result ID: 69b11f6d6dbb7075b95b489d. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DINOv2-L Average Accuracy: 83.47. Result ID: 69cb97e747f34ce924b44aad. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"size":"Large"}. This record does not assert independent reproduction. ### ResNet101 Average Accuracy: 74.42. Result ID: 69cb97e747f34ce924b44aac. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### OCT Average Accuracy: 71.4. Result ID: 69b11f6d6dbb7075b95b4896. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### OCMT-H Average Accuracy: 68.2. Result ID: 69b11f6d6dbb7075b95b4897. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### OCT-H Average Accuracy: 55.9. Result ID: 69b11f6d6dbb7075b95b4898. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SVM Average Accuracy: 55.2. Result ID: 69b11f6d6dbb7075b95b489c. [Reporting paper]() 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.