# Image Classification on ImageSquawk 128x128 (val) Source: [Image Classification on ImageSquawk 128x128 (val)]() Collection index: [llms.txt]() Data updated: 2026-05-14T06:58:30.007Z Evaluation of Image Classification performance on the validation split of the ImageSquawk 128x128 dataset, reporting standard 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) | ImageSquawk 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 | 66.7 | Not recorded | 68fa6c0d1e209131cea31ba0 | | MTT | 52.3 | Not recorded | 68fa6c0d1e209131cea31ba0 | | DIVER | 34.5 | Not recorded | 6a055714dbc836b87d828c8b | | DIVER | 33.8 | Not recorded | 6a055714dbc836b87d828c8b | | MTT | 28.8 | Not recorded | 68fa6c0d1e209131cea31ba0 | | DIVER | 28.1 | Not recorded | 6a055714dbc836b87d828c8b | | DM | 24.4 | Not recorded | 6a055714dbc836b87d828c8b | | DIVER | 24 | Not recorded | 6a055714dbc836b87d828c8b | | EDF | 23.2 | Not recorded | 6a055714dbc836b87d828c8b | | NCFM | 22.6 | Not recorded | 6a055714dbc836b87d828c8b | | MTT | 21.7 | Not recorded | 6a055714dbc836b87d828c8b | | DIVER | 19.4 | Not recorded | 6a055714dbc836b87d828c8b | | DIVER | 18 | Not recorded | 6a055714dbc836b87d828c8b | | DIVER | 18 | Not recorded | 6a055714dbc836b87d828c8b | | DIVER | 17.2 | Not recorded | 6a055714dbc836b87d828c8b | | NCFM | 16.8 | Not recorded | 6a055714dbc836b87d828c8b | | EDF | 16.5 | Not recorded | 6a055714dbc836b87d828c8b | | MTT | 14 | Not recorded | 6a055714dbc836b87d828c8b | | DM | 12.7 | Not recorded | 6a055714dbc836b87d828c8b | ### Full Dataset Accuracy: 66.7. Result ID: 698ebe59ffc3901de0a04d77. [Reporting paper]() Recorded evaluation configuration: {"Images per class":"Full"}. This record does not assert independent reproduction. ### MTT Accuracy: 52.3. Result ID: 698ebe59ffc3901de0a04d76. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Images per class":"10"}. This record does not assert independent reproduction. ### DIVER Accuracy: 34.5. Result ID: 6a05729047f34ce924ebe764. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":"10","Base Distillation Method":"EDF"}. This record does not assert independent reproduction. ### DIVER Accuracy: 33.8. Result ID: 6a05729047f34ce924ebe762. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":"10","Base Distillation Method":"MTT"}. This record does not assert independent reproduction. ### MTT Accuracy: 28.8. Result ID: 698ebe59ffc3901de0a04d75. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Images per class":"1"}. This record does not assert independent reproduction. ### DIVER Accuracy: 28.1. Result ID: 6a05729047f34ce924ebe75e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":"10","Base Distillation Method":"DM"}. This record does not assert independent reproduction. ### DM Accuracy: 24.4. Result ID: 6a05729047f34ce924ebe75d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":"10"}. This record does not assert independent reproduction. ### DIVER Accuracy: 24. Result ID: 6a05729047f34ce924ebe760. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":"10","Base Distillation Method":"NCFM"}. This record does not assert independent reproduction. ### EDF Accuracy: 23.2. Result ID: 6a05729047f34ce924ebe763. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"IPC":"10"}. This record does not assert independent reproduction. ### NCFM Accuracy: 22.6. Result ID: 6a05729047f34ce924ebe75f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":"10"}. This record does not assert independent reproduction. ### MTT Accuracy: 21.7. Result ID: 6a05729047f34ce924ebe761. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"IPC":"10"}. This record does not assert independent reproduction. ### DIVER Accuracy: 19.4. Result ID: 6a05729047f34ce924ebe75c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":"1","Base Distillation Method":"EDF"}. This record does not assert independent reproduction. ### DIVER Accuracy: 18. Result ID: 6a05729047f34ce924ebe756. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":"1","Base Distillation Method":"DM"}. This record does not assert independent reproduction. ### DIVER Accuracy: 18. Result ID: 6a05729047f34ce924ebe758. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":"1","Base Distillation Method":"NCFM"}. This record does not assert independent reproduction. ### DIVER Accuracy: 17.2. Result ID: 6a05729047f34ce924ebe75a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":"1","Base Distillation Method":"MTT"}. This record does not assert independent reproduction. ### NCFM Accuracy: 16.8. Result ID: 6a05729047f34ce924ebe757. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":"1"}. This record does not assert independent reproduction. ### EDF Accuracy: 16.5. Result ID: 6a05729047f34ce924ebe75b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"IPC":"1"}. This record does not assert independent reproduction. ### MTT Accuracy: 14. Result ID: 6a05729047f34ce924ebe759. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"IPC":"1"}. This record does not assert independent reproduction. ### DM Accuracy: 12.7. Result ID: 6a05729047f34ce924ebe755. [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.