# Image Classification on CIFAR-100 Noisy Fine (test) Source: [Image Classification on CIFAR-100 Noisy Fine (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:29:02.137Z Evaluation of Image Classification performance on the test split of the CIFAR-100 dataset corrupted with 'Fine' level noise. 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 Noisy Fine (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 | | --- | --- | --- | --- | | ProMix | 73.79 | Not recorded | 68fa703e1e209131cea49ea2 | | Divide-Mix | 71.13 | Not recorded | 68fa703e1e209131cea49ea2 | | PES (Semi) | 70.36 | Not recorded | 68fa703e1e209131cea49ea2 | | ELR+ | 66.72 | Not recorded | 68fa703e1e209131cea49ea2 | | CAL | 61.73 | Not recorded | 68fa703e1e209131cea49ea2 | | Negative-LS | 58.59 | Not recorded | 68fa703e1e209131cea49ea2 | | Co-teaching+ | 57.88 | Not recorded | 68fa703e1e209131cea49ea2 | | VolMinNet | 57.8 | Not recorded | 68fa703e1e209131cea49ea2 | | Peer Loss | 57.59 | Not recorded | 68fa703e1e209131cea49ea2 | | F-Div | 57.1 | Not recorded | 68fa703e1e209131cea49ea2 | | Forward T | 57.01 | Not recorded | 68fa703e1e209131cea49ea2 | | Positive-LS | 55.84 | Not recorded | 68fa703e1e209131cea49ea2 | | CORES\* | 55.72 | Not recorded | 68fa703e1e209131cea49ea2 | | CE | 55.5 | Not recorded | 68fa703e1e209131cea49ea2 | ### ProMix Accuracy: 73.79. Result ID: 69910f313a6c31484905604f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Divide-Mix Accuracy: 71.13. Result ID: 69910f313a6c314849056049. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PES (Semi) Accuracy: 70.36. Result ID: 69910f313a6c31484905604e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"mode":"Semi-supervised"}. This record does not assert independent reproduction. ### ELR+ Accuracy: 66.72. Result ID: 69910f313a6c314849056046. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CAL Accuracy: 61.73. Result ID: 69910f313a6c31484905604d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Negative-LS Accuracy: 58.59. Result ID: 69910f313a6c31484905604a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Co-teaching+ Accuracy: 57.88. Result ID: 69910f313a6c314849056044. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### VolMinNet Accuracy: 57.8. Result ID: 69910f313a6c31484905604c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Peer Loss Accuracy: 57.59. Result ID: 69910f313a6c314849056045. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### F-Div Accuracy: 57.1. Result ID: 69910f313a6c314849056048. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Forward T Accuracy: 57.01. Result ID: 69910f313a6c314849056043. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Positive-LS Accuracy: 55.84. Result ID: 69910f313a6c314849056047. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CORES\* Accuracy: 55.72. Result ID: 69910f313a6c31484905604b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CE Accuracy: 55.5. Result ID: 69910f313a6c314849056042. [Reporting paper]() [Method origin 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.