# Image Classification on CIFAR-100-LT Uniform Distribution (γu = 1) (test) Source: [Image Classification on CIFAR-100-LT Uniform Distribution (γu = 1) (test)]() Collection index: [llms.txt]() Data updated: 2026-05-19T08:04:22.287Z Evaluation of Image Classification performance on the CIFAR-100 Long-Tailed dataset configured with a Uniform Distribution (gamma\_u = 1), 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 Uniform Distribution (γu = 1) (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 | 68 | Not recorded | 68fa73bd1e209131cea5e2e5 | | FixMatch w/ ACR | 66.7 | Not recorded | 68fa73bd1e209131cea5e2e5 | | FixMatch w/ DASO | 61.8 | Not recorded | 68fa73bd1e209131cea5e2e5 | | DECON | 60.4 | Not recorded | 68fa73bd1e209131cea5e2e5 | | FixMatch w/ CReST | 59.2 | Not recorded | 68fa73bd1e209131cea5e2e5 | | FixMatch w/ CReST+ | 58.7 | Not recorded | 68fa73bd1e209131cea5e2e5 | | FixMatch | 58.1 | Not recorded | 68fa73bd1e209131cea5e2e5 | | FixMatch w/ ACR | 57.2 | Not recorded | 68fa73bd1e209131cea5e2e5 | | FixMatch w/ DARP | 55.9 | Not recorded | 68fa73bd1e209131cea5e2e5 | | FixMatch w/ DASO | 53.9 | Not recorded | 68fa73bd1e209131cea5e2e5 | | FixMatch | 45.5 | Not recorded | 68fa73bd1e209131cea5e2e5 | | FixMatch w/ CReST+ | 43.6 | Not recorded | 68fa73bd1e209131cea5e2e5 | | FixMatch w/ DARP | 43.5 | Not recorded | 68fa73bd1e209131cea5e2e5 | | FixMatch w/ CReST | 43.5 | Not recorded | 68fa73bd1e209131cea5e2e5 | ### DECON Accuracy: 68. Result ID: 6a0c1984fbc373592c020720. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"N1":"150","M1":"300"}. This record does not assert independent reproduction. ### FixMatch w/ ACR Accuracy: 66.7. Result ID: 6a0c1984fbc373592c02071e. [Reporting paper]() Recorded evaluation configuration: {"N1":"150","M1":"300"}. This record does not assert independent reproduction. ### FixMatch w/ DASO Accuracy: 61.8. Result ID: 6a0c1984fbc373592c02071c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"N1":"150","M1":"300"}. This record does not assert independent reproduction. ### DECON Accuracy: 60.4. Result ID: 6a0c1984fbc373592c02071f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"N1":"50","M1":"400"}. This record does not assert independent reproduction. ### FixMatch w/ CReST Accuracy: 59.2. Result ID: 6a0c1984fbc373592c020718. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"N1":"150","M1":"300"}. This record does not assert independent reproduction. ### FixMatch w/ CReST+ Accuracy: 58.7. Result ID: 6a0c1984fbc373592c02071a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"N1":"150","M1":"300"}. This record does not assert independent reproduction. ### FixMatch Accuracy: 58.1. Result ID: 6a0c1984fbc373592c020714. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"N1":"150","M1":"300"}. This record does not assert independent reproduction. ### FixMatch w/ ACR Accuracy: 57.2. Result ID: 6a0c1984fbc373592c02071d. [Reporting paper]() Recorded evaluation configuration: {"N1":"50","M1":"400"}. This record does not assert independent reproduction. ### FixMatch w/ DARP Accuracy: 55.9. Result ID: 6a0c1984fbc373592c020716. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"N1":"150","M1":"300"}. This record does not assert independent reproduction. ### FixMatch w/ DASO Accuracy: 53.9. Result ID: 6a0c1984fbc373592c02071b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"N1":"50","M1":"400"}. This record does not assert independent reproduction. ### FixMatch Accuracy: 45.5. Result ID: 6a0c1984fbc373592c020713. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"N1":"50","M1":"400"}. This record does not assert independent reproduction. ### FixMatch w/ CReST+ Accuracy: 43.6. Result ID: 6a0c1984fbc373592c020719. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"N1":"50","M1":"400"}. This record does not assert independent reproduction. ### FixMatch w/ DARP Accuracy: 43.5. Result ID: 6a0c1984fbc373592c020715. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"N1":"50","M1":"400"}. This record does not assert independent reproduction. ### FixMatch w/ CReST Accuracy: 43.5. Result ID: 6a0c1984fbc373592c020717. [Reporting paper]() [Method origin paper]() [Implementation]() 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.