# Image Classification on ImageMeow 128x128 (val) Source: [Image Classification on ImageMeow 128x128 (val)]() Collection index: [llms.txt]() Data updated: 2026-05-14T06:58:29.978Z Evaluation of Image Classification performance on the validation split of the ImageMeow 128x128 dataset, reporting standard classification metrics like 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) | ImageMeow 128x128 (val) | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 19 of 19 | | 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. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | Full Dataset | 40.4 | Not recorded | 68fa6c0d1e209131cea31ba0 | | MTT | 39.4 | Not recorded | 68fa6c0d1e209131cea31ba0 | | MTT | 30.7 | Not recorded | 68fa6c0d1e209131cea31ba0 | | DIVER | 26.7 | Not recorded | 6a055714dbc836b87d828c8b | | DIVER | 25.2 | Not recorded | 6a055714dbc836b87d828c8b | | DIVER | 20.8 | Not recorded | 6a055714dbc836b87d828c8b | | DIVER | 20 | Not recorded | 6a055714dbc836b87d828c8b | | DM | 17.6 | Not recorded | 6a055714dbc836b87d828c8b | | DIVER | 17.5 | Not recorded | 6a055714dbc836b87d828c8b | | EDF | 17.5 | Not recorded | 6a055714dbc836b87d828c8b | | EDF | 16.2 | Not recorded | 6a055714dbc836b87d828c8b | | MTT | 16.1 | Not recorded | 6a055714dbc836b87d828c8b | | DIVER | 15.8 | Not recorded | 6a055714dbc836b87d828c8b | | DIVER | 15.7 | Not recorded | 6a055714dbc836b87d828c8b | | NCFM | 15.7 | Not recorded | 6a055714dbc836b87d828c8b | | DIVER | 14.4 | Not recorded | 6a055714dbc836b87d828c8b | | MTT | 14.1 | Not recorded | 6a055714dbc836b87d828c8b | | NCFM | 12.3 | Not recorded | 6a055714dbc836b87d828c8b | | DM | 11.7 | Not recorded | 6a055714dbc836b87d828c8b | ### Full Dataset Accuracy: 40.4. Result ID: 698ebe59ffc3901de0a04d74. [Reporting paper]() Recorded evaluation configuration: {"Images per class":"Full"}. This record does not assert independent reproduction. ### MTT Accuracy: 39.4. Result ID: 698ebe59ffc3901de0a04d73. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Images per class":"10"}. This record does not assert independent reproduction. ### MTT Accuracy: 30.7. Result ID: 698ebe59ffc3901de0a04d72. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Images per class":"1"}. This record does not assert independent reproduction. ### DIVER Accuracy: 26.7. Result ID: 6a05729047f34ce924ebe752. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":"10","Base Distillation Method":"MTT"}. This record does not assert independent reproduction. ### DIVER Accuracy: 25.2. Result ID: 6a05729047f34ce924ebe754. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":"10","Base Distillation Method":"EDF"}. This record does not assert independent reproduction. ### DIVER Accuracy: 20.8. Result ID: 6a05729047f34ce924ebe750. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":"10","Base Distillation Method":"NCFM"}. This record does not assert independent reproduction. ### DIVER Accuracy: 20. Result ID: 6a05729047f34ce924ebe74e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":"10","Base Distillation Method":"DM"}. This record does not assert independent reproduction. ### DM Accuracy: 17.6. Result ID: 6a05729047f34ce924ebe74d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":"10"}. This record does not assert independent reproduction. ### DIVER Accuracy: 17.5. Result ID: 6a05729047f34ce924ebe74c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":"1","Base Distillation Method":"EDF"}. This record does not assert independent reproduction. ### EDF Accuracy: 17.5. Result ID: 6a05729047f34ce924ebe753. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"IPC":"10"}. This record does not assert independent reproduction. ### EDF Accuracy: 16.2. Result ID: 6a05729047f34ce924ebe74b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"IPC":"1"}. This record does not assert independent reproduction. ### MTT Accuracy: 16.1. Result ID: 6a05729047f34ce924ebe751. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"IPC":"10"}. This record does not assert independent reproduction. ### DIVER Accuracy: 15.8. Result ID: 6a05729047f34ce924ebe748. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":"1","Base Distillation Method":"NCFM"}. This record does not assert independent reproduction. ### DIVER Accuracy: 15.7. Result ID: 6a05729047f34ce924ebe74a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":"1","Base Distillation Method":"MTT"}. This record does not assert independent reproduction. ### NCFM Accuracy: 15.7. Result ID: 6a05729047f34ce924ebe74f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":"10"}. This record does not assert independent reproduction. ### DIVER Accuracy: 14.4. Result ID: 6a05729047f34ce924ebe746. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":"1","Base Distillation Method":"DM"}. This record does not assert independent reproduction. ### MTT Accuracy: 14.1. Result ID: 6a05729047f34ce924ebe749. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"IPC":"1"}. This record does not assert independent reproduction. ### NCFM Accuracy: 12.3. Result ID: 6a05729047f34ce924ebe747. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":"1"}. This record does not assert independent reproduction. ### DM Accuracy: 11.7. Result ID: 6a05729047f34ce924ebe745. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":"1"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.