# Image Classification on CIFAR-100-LT Reversed Distribution (γu = 1/10) (test) Source: [Image Classification on CIFAR-100-LT Reversed Distribution (γu = 1/10) (test)]() Collection index: [llms.txt]() Data updated: 2026-05-19T08:04:22.318Z Evaluation of Image Classification performance on the CIFAR-100 Long-Tailed dataset configured with a reversed distribution where the imbalance factor γu is 1/10, tested on the test split. 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) | CIFAR-100-LT Reversed Distribution (γu = 1/10) (test) | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 14 of 14 | | 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 | | --- | --- | --- | --- | | DECON | 63.5 | Not recorded | 68fa73bd1e209131cea5e2e5 | | FixMatch w/ ACR | 62.9 | Not recorded | 68fa73bd1e209131cea5e2e5 | | FixMatch w/ DASO | 60 | Not recorded | 68fa73bd1e209131cea5e2e5 | | FixMatch | 57.3 | Not recorded | 68fa73bd1e209131cea5e2e5 | | FixMatch w/ CReST | 56.4 | Not recorded | 68fa73bd1e209131cea5e2e5 | | FixMatch w/ CReST+ | 56.4 | Not recorded | 68fa73bd1e209131cea5e2e5 | | DECON | 53.3 | Not recorded | 68fa73bd1e209131cea5e2e5 | | FixMatch w/ DARP | 51.8 | Not recorded | 68fa73bd1e209131cea5e2e5 | | FixMatch w/ ACR | 51.6 | Not recorded | 68fa73bd1e209131cea5e2e5 | | FixMatch w/ DASO | 51 | Not recorded | 68fa73bd1e209131cea5e2e5 | | FixMatch | 44.2 | Not recorded | 68fa73bd1e209131cea5e2e5 | | FixMatch w/ CReST+ | 39.1 | Not recorded | 68fa73bd1e209131cea5e2e5 | | FixMatch w/ CReST | 39 | Not recorded | 68fa73bd1e209131cea5e2e5 | | FixMatch w/ DARP | 36.9 | Not recorded | 68fa73bd1e209131cea5e2e5 | ### DECON Accuracy: 63.5. Result ID: 6a0c1984fbc373592c02072e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"N1":"150","M1":"300"}. This record does not assert independent reproduction. ### FixMatch w/ ACR Accuracy: 62.9. Result ID: 6a0c1984fbc373592c02072c. [Reporting paper]() Recorded evaluation configuration: {"N1":"150","M1":"300"}. This record does not assert independent reproduction. ### FixMatch w/ DASO Accuracy: 60. Result ID: 6a0c1984fbc373592c02072a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"N1":"150","M1":"300"}. This record does not assert independent reproduction. ### FixMatch Accuracy: 57.3. Result ID: 6a0c1984fbc373592c020722. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"N1":"150","M1":"300"}. This record does not assert independent reproduction. ### FixMatch w/ CReST Accuracy: 56.4. Result ID: 6a0c1984fbc373592c020726. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"N1":"150","M1":"300"}. This record does not assert independent reproduction. ### FixMatch w/ CReST+ Accuracy: 56.4. Result ID: 6a0c1984fbc373592c020728. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"N1":"150","M1":"300"}. This record does not assert independent reproduction. ### DECON Accuracy: 53.3. Result ID: 6a0c1984fbc373592c02072d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"N1":"50","M1":"400"}. This record does not assert independent reproduction. ### FixMatch w/ DARP Accuracy: 51.8. Result ID: 6a0c1984fbc373592c020724. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"N1":"150","M1":"300"}. This record does not assert independent reproduction. ### FixMatch w/ ACR Accuracy: 51.6. Result ID: 6a0c1984fbc373592c02072b. [Reporting paper]() Recorded evaluation configuration: {"N1":"50","M1":"400"}. This record does not assert independent reproduction. ### FixMatch w/ DASO Accuracy: 51. Result ID: 6a0c1984fbc373592c020729. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"N1":"50","M1":"400"}. This record does not assert independent reproduction. ### FixMatch Accuracy: 44.2. Result ID: 6a0c1984fbc373592c020721. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"N1":"50","M1":"400"}. This record does not assert independent reproduction. ### FixMatch w/ CReST+ Accuracy: 39.1. Result ID: 6a0c1984fbc373592c020727. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"N1":"50","M1":"400"}. This record does not assert independent reproduction. ### FixMatch w/ CReST Accuracy: 39. Result ID: 6a0c1984fbc373592c020725. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"N1":"50","M1":"400"}. This record does not assert independent reproduction. ### FixMatch w/ DARP Accuracy: 36.9. Result ID: 6a0c1984fbc373592c020723. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"N1":"50","M1":"400"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.