# Dataset Distillation on ImageNet-1k Source: [Dataset Distillation on ImageNet-1k]() Collection index: [llms.txt]() Data updated: 2026-07-02T09:38:59.114Z Evaluation of Dataset Distillation performance on the ImageNet-1k dataset, typically measured using Top-1 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 | Dataset Distillation | | Dataset (including any stated split) | ImageNet-1k | | Metric | Top-1 Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 13 of 13 | | 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 - [Top-1 Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Top-1 Accuracy | Result date | Report paper | | --- | --- | --- | --- | | TGDD | 60.3 | Not recorded | 6a3a1353206542251d7c7306 | | MGD3 | 60.2 | Not recorded | 6a3a1353206542251d7c7306 | | MiniMax | 58.6 | Not recorded | 6a3a1353206542251d7c7306 | | RDED | 56.5 | Not recorded | 6a3a1353206542251d7c7306 | | SRe2L | 46.8 | Not recorded | 6a3a1353206542251d7c7306 | | TGDD | 45.8 | Not recorded | 6a3a1353206542251d7c7306 | | MGD3 | 45.6 | Not recorded | 6a3a1353206542251d7c7306 | | MiniMax | 44.3 | Not recorded | 6a3a1353206542251d7c7306 | | RDED | 42 | Not recorded | 6a3a1353206542251d7c7306 | | CIM | 37.3 | Not recorded | 6a45f093dc71372d7795a31e | | CIM | 24 | Not recorded | 6a45f093dc71372d7795a31e | | SRe2L | 21.3 | Not recorded | 6a3a1353206542251d7c7306 | | CIM | 14.5 | Not recorded | 6a45f093dc71372d7795a31e | ### TGDD Top-1 Accuracy: 60.3. Result ID: 6a3a5223fbc373592c35d025. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":"50"}. This record does not assert independent reproduction. ### MGD3 Top-1 Accuracy: 60.2. Result ID: 6a3a5223fbc373592c35d024. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":"50"}. This record does not assert independent reproduction. ### MiniMax Top-1 Accuracy: 58.6. Result ID: 6a3a5223fbc373592c35d023. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"IPC":"50"}. This record does not assert independent reproduction. ### RDED Top-1 Accuracy: 56.5. Result ID: 6a3a5223fbc373592c35d022. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":"50"}. This record does not assert independent reproduction. ### SRe2L Top-1 Accuracy: 46.8. Result ID: 6a3a5223fbc373592c35d021. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"IPC":"50"}. This record does not assert independent reproduction. ### TGDD Top-1 Accuracy: 45.8. Result ID: 6a3a5223fbc373592c35d020. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":"10"}. This record does not assert independent reproduction. ### MGD3 Top-1 Accuracy: 45.6. Result ID: 6a3a5223fbc373592c35d01f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":"10"}. This record does not assert independent reproduction. ### MiniMax Top-1 Accuracy: 44.3. Result ID: 6a3a5223fbc373592c35d01e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"IPC":"10"}. This record does not assert independent reproduction. ### RDED Top-1 Accuracy: 42. Result ID: 6a3a5223fbc373592c35d01d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IPC":"10"}. This record does not assert independent reproduction. ### CIM Top-1 Accuracy: 37.3. Result ID: 6a4631af60b88bb339863c6e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Architecture":"ConvNet","IPC":"50"}. This record does not assert independent reproduction. ### CIM Top-1 Accuracy: 24. Result ID: 6a4631af60b88bb339863c6d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Architecture":"ConvNet","IPC":"10"}. This record does not assert independent reproduction. ### SRe2L Top-1 Accuracy: 21.3. Result ID: 6a3a5223fbc373592c35d01c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"IPC":"10"}. This record does not assert independent reproduction. ### CIM Top-1 Accuracy: 14.5. Result ID: 6a4631af60b88bb339863c6c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Architecture":"ConvNet","IPC":"1"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.