# Image Clustering on Tiny-ImageNet-200 Source: [Image Clustering on Tiny-ImageNet-200]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:21:26.009Z Evaluation of unsupervised image clustering performance on the Tiny-ImageNet-200 dataset, measured using ACC, NMI, and ARI. 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 Clustering | | Dataset (including any stated split) | Tiny-ImageNet-200 | | Metric | ACC | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 17 of 17 | | 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 - [ACC](): Higher is better; unit: PERCENT. - [NMI](): Higher is better; unit: SCALAR. - [ARI](): Higher is better; unit: SCALAR. ## Recorded results | Method | ACC | Result date | Report paper | | --- | --- | --- | --- | | SPICEs | 30.5 | Not recorded | 68fa6dfa1e209131cea3d1f3 | | CC | 14 | Not recorded | 68fa6dfa1e209131cea3d1f3 | | DCCM | 10.8 | Not recorded | 68fa6dfa1e209131cea3d1f3 | | PICA | 9.8 | Not recorded | 68fa6dfa1e209131cea3d1f3 | | DAC | 6.6 | Not recorded | 68fa6dfa1e209131cea3d1f3 | | DSEC | 6.6 | Not recorded | 68fa6dfa1e209131cea3d1f3 | | AE | 4.1 | Not recorded | 68fa6dfa1e209131cea3d1f3 | | DCGAN | 4.1 | Not recorded | 68fa6dfa1e209131cea3d1f3 | | SDAE | 3.9 | Not recorded | 68fa6dfa1e209131cea3d1f3 | | DEC | 3.7 | Not recorded | 68fa6dfa1e209131cea3d1f3 | | VAE | 3.6 | Not recorded | 68fa6dfa1e209131cea3d1f3 | | DeCNN | 3.5 | Not recorded | 68fa6dfa1e209131cea3d1f3 | | JULE | 3.3 | Not recorded | 68fa6dfa1e209131cea3d1f3 | | NMF | 2.9 | Not recorded | 68fa6dfa1e209131cea3d1f3 | | AC | 2.7 | Not recorded | 68fa6dfa1e209131cea3d1f3 | | k-means | 2.5 | Not recorded | 68fa6dfa1e209131cea3d1f3 | | SC | 2.2 | Not recorded | 68fa6dfa1e209131cea3d1f3 | ### SPICEs ACC: 30.5. Result ID: 698ffd583a6c314849fd4b61. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"backbone":"ResNet-34","joint training":false}. This record does not assert independent reproduction. ### CC ACC: 14. Result ID: 698ffd583a6c314849fd4b60. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"backbone":"ResNet-34"}. This record does not assert independent reproduction. ### DCCM ACC: 10.8. Result ID: 698ffd583a6c314849fd4b5d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PICA ACC: 9.8. Result ID: 698ffd583a6c314849fd4b5f. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DAC ACC: 6.6. Result ID: 698ffd583a6c314849fd4b5c. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DSEC ACC: 6.6. Result ID: 698ffd583a6c314849fd4b5e. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### AE ACC: 4.1. Result ID: 698ffd583a6c314849fd4b55. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DCGAN ACC: 4.1. Result ID: 698ffd583a6c314849fd4b57. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SDAE ACC: 3.9. Result ID: 698ffd583a6c314849fd4b56. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DEC ACC: 3.7. Result ID: 698ffd583a6c314849fd4b5b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### VAE ACC: 3.6. Result ID: 698ffd583a6c314849fd4b59. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DeCNN ACC: 3.5. Result ID: 698ffd583a6c314849fd4b58. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### JULE ACC: 3.3. Result ID: 698ffd583a6c314849fd4b5a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### NMF ACC: 2.9. Result ID: 698ffd583a6c314849fd4b54. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### AC ACC: 2.7. Result ID: 698ffd583a6c314849fd4b53. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### k-means ACC: 2.5. Result ID: 698ffd583a6c314849fd4b51. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SC ACC: 2.2. Result ID: 698ffd583a6c314849fd4b52. [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.