# Dataset Distillation on CIFAR-100 10 images/class (test) Source: [Dataset Distillation on CIFAR-100 10 images/class (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:28:51.201Z Evaluation of Dataset Distillation performance using Accuracy on the specific 10 images/class subset of the CIFAR-100 test set. 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) | CIFAR-100 10 images/class (test) | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 30 of 30 | | 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 | | --- | --- | --- | --- | | Ours | 46.2 | Not recorded | 68fa6f131e209131cea43bd3 | | Early-Stage Training with Parameter Perturbation | 46.2 | Not recorded | 68fa6f131e209131cea43bd3 | | Ours | 45.6 | Not recorded | 68fa6f131e209131cea43bd3 | | Early-Stage Training with Parameter Perturbation | 45.6 | Not recorded | 68fa6f131e209131cea43bd3 | | IDC | 45.1 | Not recorded | 68fa6f131e209131cea43bd3 | | IDC | 45.1 | Not recorded | 68fa6f131e209131cea43bd3 | | Ours | 45 | Not recorded | 68fa6f131e209131cea43bd3 | | Early-Stage Training with Parameter Perturbation | 45 | Not recorded | 68fa6f131e209131cea43bd3 | | IDC | 43.4 | Not recorded | 68fa6f131e209131cea43bd3 | | IDC | 43.4 | Not recorded | 68fa6f131e209131cea43bd3 | | IDC | 41.6 | Not recorded | 68fa6f131e209131cea43bd3 | | IDC | 41.6 | Not recorded | 68fa6f131e209131cea43bd3 | | IDC | 40.5 | Not recorded | 68fa6f131e209131cea43bd3 | | IDC | 40.5 | Not recorded | 68fa6f131e209131cea43bd3 | | DSA | 32.3 | Not recorded | 68fa6f131e209131cea43bd3 | | DSA | 32.3 | Not recorded | 68fa6f131e209131cea43bd3 | | DC | 29.5 | Not recorded | 68fa6f131e209131cea43bd3 | | DC | 29.5 | Not recorded | 68fa6f131e209131cea43bd3 | | DSA | 29.3 | Not recorded | 68fa6f131e209131cea43bd3 | | DSA | 29.3 | Not recorded | 68fa6f131e209131cea43bd3 | | DSA | 28.7 | Not recorded | 68fa6f131e209131cea43bd3 | | DSA | 28.7 | Not recorded | 68fa6f131e209131cea43bd3 | | DSA | 27.9 | Not recorded | 68fa6f131e209131cea43bd3 | | DSA | 27.9 | Not recorded | 68fa6f131e209131cea43bd3 | | DC | 23.1 | Not recorded | 68fa6f131e209131cea43bd3 | | DC | 23.1 | Not recorded | 68fa6f131e209131cea43bd3 | | DC | 21.1 | Not recorded | 68fa6f131e209131cea43bd3 | | DC | 21.1 | Not recorded | 68fa6f131e209131cea43bd3 | | DC | 18.6 | Not recorded | 68fa6f131e209131cea43bd3 | | DC | 18.6 | Not recorded | 68fa6f131e209131cea43bd3 | ### Ours Accuracy: 46.2. Result ID: 6990a5f03a6c314849021fa7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Speed up":"5x"}. This record does not assert independent reproduction. ### Early-Stage Training with Parameter Perturbation Accuracy: 46.2. Result ID: 6990a5f03a6c314849021fc5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Speed up":"5x"}. This record does not assert independent reproduction. ### Ours Accuracy: 45.6. Result ID: 6990a5f03a6c314849021fa8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Speed up":"10x"}. This record does not assert independent reproduction. ### Early-Stage Training with Parameter Perturbation Accuracy: 45.6. Result ID: 6990a5f03a6c314849021fc6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Speed up":"10x"}. This record does not assert independent reproduction. ### IDC Accuracy: 45.1. Result ID: 6990a5f03a6c314849021fa3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Speed up":"1x"}. This record does not assert independent reproduction. ### IDC Accuracy: 45.1. Result ID: 6990a5f03a6c314849021fc1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Speed up":"1x"}. This record does not assert independent reproduction. ### Ours Accuracy: 45. Result ID: 6990a5f03a6c314849021fa9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Speed up":"20x"}. This record does not assert independent reproduction. ### Early-Stage Training with Parameter Perturbation Accuracy: 45. Result ID: 6990a5f03a6c314849021fc7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Speed up":"20x"}. This record does not assert independent reproduction. ### IDC Accuracy: 43.4. Result ID: 6990a5f03a6c314849021fa4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Speed up":"5x"}. This record does not assert independent reproduction. ### IDC Accuracy: 43.4. Result ID: 6990a5f03a6c314849021fc2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Speed up":"5x"}. This record does not assert independent reproduction. ### IDC Accuracy: 41.6. Result ID: 6990a5f03a6c314849021fa5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Speed up":"10x"}. This record does not assert independent reproduction. ### IDC Accuracy: 41.6. Result ID: 6990a5f03a6c314849021fc3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Speed up":"10x"}. This record does not assert independent reproduction. ### IDC Accuracy: 40.5. Result ID: 6990a5f03a6c314849021fa6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Speed up":"20x"}. This record does not assert independent reproduction. ### IDC Accuracy: 40.5. Result ID: 6990a5f03a6c314849021fc4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Speed up":"20x"}. This record does not assert independent reproduction. ### DSA Accuracy: 32.3. Result ID: 6990a5f03a6c314849021f9f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Speed up":"1x"}. This record does not assert independent reproduction. ### DSA Accuracy: 32.3. Result ID: 6990a5f03a6c314849021fbd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Speed up":"1x"}. This record does not assert independent reproduction. ### DC Accuracy: 29.5. Result ID: 6990a5f03a6c314849021f9b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Speed up":"1x"}. This record does not assert independent reproduction. ### DC Accuracy: 29.5. Result ID: 6990a5f03a6c314849021fb9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Speed up":"1x"}. This record does not assert independent reproduction. ### DSA Accuracy: 29.3. Result ID: 6990a5f03a6c314849021fa0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Speed up":"5x"}. This record does not assert independent reproduction. ### DSA Accuracy: 29.3. Result ID: 6990a5f03a6c314849021fbe. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Speed up":"5x"}. This record does not assert independent reproduction. ### DSA Accuracy: 28.7. Result ID: 6990a5f03a6c314849021fa1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Speed up":"10x"}. This record does not assert independent reproduction. ### DSA Accuracy: 28.7. Result ID: 6990a5f03a6c314849021fbf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Speed up":"10x"}. This record does not assert independent reproduction. ### DSA Accuracy: 27.9. Result ID: 6990a5f03a6c314849021fa2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Speed up":"20x"}. This record does not assert independent reproduction. ### DSA Accuracy: 27.9. Result ID: 6990a5f03a6c314849021fc0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Speed up":"20x"}. This record does not assert independent reproduction. ### DC Accuracy: 23.1. Result ID: 6990a5f03a6c314849021f9c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Speed up":"5x"}. This record does not assert independent reproduction. ### DC Accuracy: 23.1. Result ID: 6990a5f03a6c314849021fba. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Speed up":"5x"}. This record does not assert independent reproduction. ### DC Accuracy: 21.1. Result ID: 6990a5f03a6c314849021f9d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Speed up":"10x"}. This record does not assert independent reproduction. ### DC Accuracy: 21.1. Result ID: 6990a5f03a6c314849021fbb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Speed up":"10x"}. This record does not assert independent reproduction. ### DC Accuracy: 18.6. Result ID: 6990a5f03a6c314849021f9e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Speed up":"20x"}. This record does not assert independent reproduction. ### DC Accuracy: 18.6. Result ID: 6990a5f03a6c314849021fbc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Speed up":"20x"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.