# Image Classification on Inst. CIFAR100 (test) Source: [Image Classification on Inst. CIFAR100 (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:34:32.217Z Evaluation of Image Classification performance on the Inst. CIFAR100 test set, reporting accuracy under perturbation levels defined by eta=0.2, eta=0.4, and eta=0.6. 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) | Inst. CIFAR100 (test) | | Metric | Accuracy (eta=0.2) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 11 of 11 | | 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 (eta=0.2)](): Higher is better; unit: PERCENT. - [Accuracy (eta=0.4)](): Higher is better; unit: PERCENT. - [Accuracy (eta=0.6)](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy (eta=0.2) | Result date | Report paper | | --- | --- | --- | --- | | CAL | 69.11 | Not recorded | 68fa69991e209131cea22f22 | | CORES^2 | 66.47 | Not recorded | 68fa69991e209131cea22f22 | | Peer Loss | 61.16 | Not recorded | 68fa69991e209131cea22f22 | | Forward T | 58.19 | Not recorded | 68fa69991e209131cea22f22 | | Reweight-R | 58 | Not recorded | 68fa69991e209131cea22f22 | | LDMI | 57.9 | Not recorded | 68fa69991e209131cea22f22 | | CE (Standard) | 57.79 | Not recorded | 68fa69991e209131cea22f22 | | L\_q | 57.03 | Not recorded | 68fa69991e209131cea22f22 | | JoCoR | 43.66 | Not recorded | 68fa69991e209131cea22f22 | | Co-teaching | 43.3 | Not recorded | 68fa69991e209131cea22f22 | | Co-teaching+ | 41.71 | Not recorded | 68fa69991e209131cea22f22 | ### CAL Accuracy (eta=0.2): 69.11. Result ID: 698dbf388b517eb433237bd7. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CORES^2 Accuracy (eta=0.2): 66.47. Result ID: 698dbf388b517eb433237bd6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Peer Loss Accuracy (eta=0.2): 61.16. Result ID: 698dbf388b517eb433237bd5. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Forward T Accuracy (eta=0.2): 58.19. Result ID: 698dbf388b517eb433237bce. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Reweight-R Accuracy (eta=0.2): 58. Result ID: 698dbf388b517eb433237bd4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LDMI Accuracy (eta=0.2): 57.9. Result ID: 698dbf388b517eb433237bcf. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CE (Standard) Accuracy (eta=0.2): 57.79. Result ID: 698dbf388b517eb433237bcd. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### L\_q Accuracy (eta=0.2): 57.03. Result ID: 698dbf388b517eb433237bd0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### JoCoR Accuracy (eta=0.2): 43.66. Result ID: 698dbf388b517eb433237bd3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Co-teaching Accuracy (eta=0.2): 43.3. Result ID: 698dbf388b517eb433237bd1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Co-teaching+ Accuracy (eta=0.2): 41.71. Result ID: 698dbf388b517eb433237bd2. [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.