# Image Classification on CIFAR-100 IDN Source: [Image Classification on CIFAR-100 IDN]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:29:02.266Z Evaluation of Image Classification performance on the CIFAR-100 IDN dataset. 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 IDN | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 36 of 36 | | 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 | 82.38 | Not recorded | 68fa703e1e209131cea49ea2 | | ProMix | 80.62 | Not recorded | 68fa703e1e209131cea49ea2 | | DivideMix | 79.04 | Not recorded | 68fa703e1e209131cea49ea2 | | DivideMix | 76.08 | Not recorded | 68fa703e1e209131cea49ea2 | | ProMix | 75.2 | Not recorded | 68fa703e1e209131cea49ea2 | | CAL | 69.11 | Not recorded | 68fa703e1e209131cea49ea2 | | CORES^2 | 66.47 | Not recorded | 68fa703e1e209131cea49ea2 | | CAL | 63.17 | Not recorded | 68fa703e1e209131cea49ea2 | | Peer Loss | 61.16 | Not recorded | 68fa703e1e209131cea49ea2 | | CORES^2 | 58.99 | Not recorded | 68fa703e1e209131cea49ea2 | | Forward T | 58.19 | Not recorded | 68fa703e1e209131cea49ea2 | | Reweight-R | 58 | Not recorded | 68fa703e1e209131cea49ea2 | | LDMI | 57.9 | Not recorded | 68fa703e1e209131cea49ea2 | | CE | 57.79 | Not recorded | 68fa703e1e209131cea49ea2 | | Peer Loss | 47.23 | Not recorded | 68fa703e1e209131cea49ea2 | | DivideMix | 46.72 | Not recorded | 68fa703e1e209131cea49ea2 | | Reweight-R | 43.83 | Not recorded | 68fa703e1e209131cea49ea2 | | JoCoR | 43.66 | Not recorded | 68fa703e1e209131cea49ea2 | | CAL | 43.58 | Not recorded | 68fa703e1e209131cea49ea2 | | Co-teaching | 43.3 | Not recorded | 68fa703e1e209131cea49ea2 | | Forward T | 42.8 | Not recorded | 68fa703e1e209131cea49ea2 | | LDMI | 42.7 | Not recorded | 68fa703e1e209131cea49ea2 | | Co-teaching+ | 41.71 | Not recorded | 68fa703e1e209131cea49ea2 | | CE | 41.15 | Not recorded | 68fa703e1e209131cea49ea2 | | CORES^2 | 38.55 | Not recorded | 68fa703e1e209131cea49ea2 | | Reweight-R | 36.07 | Not recorded | 68fa703e1e209131cea49ea2 | | Peer Loss | 31.71 | Not recorded | 68fa703e1e209131cea49ea2 | | Forward T | 27.91 | Not recorded | 68fa703e1e209131cea49ea2 | | LDMI | 26.96 | Not recorded | 68fa703e1e209131cea49ea2 | | CE | 25.28 | Not recorded | 68fa703e1e209131cea49ea2 | | Co-teaching+ | 24.45 | Not recorded | 68fa703e1e209131cea49ea2 | | JoCoR | 23.95 | Not recorded | 68fa703e1e209131cea49ea2 | | Co-teaching | 23.21 | Not recorded | 68fa703e1e209131cea49ea2 | | JoCoR | 13.16 | Not recorded | 68fa703e1e209131cea49ea2 | | Co-teaching | 12.58 | Not recorded | 68fa703e1e209131cea49ea2 | | Co-teaching+ | 12.58 | Not recorded | 68fa703e1e209131cea49ea2 | ### ProMix Accuracy: 82.38. Result ID: 69910f313a6c314849056132. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Noise Ratio":"20%"}. This record does not assert independent reproduction. ### ProMix Accuracy: 80.62. Result ID: 69910f313a6c31484905613e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Noise Ratio":"40%"}. This record does not assert independent reproduction. ### DivideMix Accuracy: 79.04. Result ID: 69910f313a6c314849056130. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Noise Ratio":"20%"}. This record does not assert independent reproduction. ### DivideMix Accuracy: 76.08. Result ID: 69910f313a6c31484905613c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Noise Ratio":"40%"}. This record does not assert independent reproduction. ### ProMix Accuracy: 75.2. Result ID: 69910f313a6c31484905614a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Noise Ratio":"60%"}. This record does not assert independent reproduction. ### CAL Accuracy: 69.11. Result ID: 69910f313a6c314849056131. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Noise Ratio":"20%"}. This record does not assert independent reproduction. ### CORES^2 Accuracy: 66.47. Result ID: 69910f313a6c31484905612f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Noise Ratio":"20%"}. This record does not assert independent reproduction. ### CAL Accuracy: 63.17. Result ID: 69910f313a6c31484905613d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Noise Ratio":"40%"}. This record does not assert independent reproduction. ### Peer Loss Accuracy: 61.16. Result ID: 69910f313a6c31484905612e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Noise Ratio":"20%"}. This record does not assert independent reproduction. ### CORES^2 Accuracy: 58.99. Result ID: 69910f313a6c31484905613b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Noise Ratio":"40%"}. This record does not assert independent reproduction. ### Forward T Accuracy: 58.19. Result ID: 69910f313a6c314849056128. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Noise Ratio":"20%"}. This record does not assert independent reproduction. ### Reweight-R Accuracy: 58. Result ID: 69910f313a6c31484905612d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Noise Ratio":"20%"}. This record does not assert independent reproduction. ### LDMI Accuracy: 57.9. Result ID: 69910f313a6c314849056129. [Reporting paper]() Recorded evaluation configuration: {"Noise Ratio":"20%"}. This record does not assert independent reproduction. ### CE Accuracy: 57.79. Result ID: 69910f313a6c314849056127. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Noise Ratio":"20%"}. This record does not assert independent reproduction. ### Peer Loss Accuracy: 47.23. Result ID: 69910f313a6c31484905613a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Noise Ratio":"40%"}. This record does not assert independent reproduction. ### DivideMix Accuracy: 46.72. Result ID: 69910f313a6c314849056148. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Noise Ratio":"60%"}. This record does not assert independent reproduction. ### Reweight-R Accuracy: 43.83. Result ID: 69910f313a6c314849056139. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Noise Ratio":"40%"}. This record does not assert independent reproduction. ### JoCoR Accuracy: 43.66. Result ID: 69910f313a6c31484905612c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Noise Ratio":"20%"}. This record does not assert independent reproduction. ### CAL Accuracy: 43.58. Result ID: 69910f313a6c314849056149. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Noise Ratio":"60%"}. This record does not assert independent reproduction. ### Co-teaching Accuracy: 43.3. Result ID: 69910f313a6c31484905612a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Noise Ratio":"20%"}. This record does not assert independent reproduction. ### Forward T Accuracy: 42.8. Result ID: 69910f313a6c314849056134. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Noise Ratio":"40%"}. This record does not assert independent reproduction. ### LDMI Accuracy: 42.7. Result ID: 69910f313a6c314849056135. [Reporting paper]() Recorded evaluation configuration: {"Noise Ratio":"40%"}. This record does not assert independent reproduction. ### Co-teaching+ Accuracy: 41.71. Result ID: 69910f313a6c31484905612b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Noise Ratio":"20%"}. This record does not assert independent reproduction. ### CE Accuracy: 41.15. Result ID: 69910f313a6c314849056133. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Noise Ratio":"40%"}. This record does not assert independent reproduction. ### CORES^2 Accuracy: 38.55. Result ID: 69910f313a6c314849056147. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Noise Ratio":"60%"}. This record does not assert independent reproduction. ### Reweight-R Accuracy: 36.07. Result ID: 69910f313a6c314849056145. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Noise Ratio":"60%"}. This record does not assert independent reproduction. ### Peer Loss Accuracy: 31.71. Result ID: 69910f313a6c314849056146. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Noise Ratio":"60%"}. This record does not assert independent reproduction. ### Forward T Accuracy: 27.91. Result ID: 69910f313a6c314849056140. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Noise Ratio":"60%"}. This record does not assert independent reproduction. ### LDMI Accuracy: 26.96. Result ID: 69910f313a6c314849056141. [Reporting paper]() Recorded evaluation configuration: {"Noise Ratio":"60%"}. This record does not assert independent reproduction. ### CE Accuracy: 25.28. Result ID: 69910f313a6c31484905613f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Noise Ratio":"60%"}. This record does not assert independent reproduction. ### Co-teaching+ Accuracy: 24.45. Result ID: 69910f313a6c314849056137. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Noise Ratio":"40%"}. This record does not assert independent reproduction. ### JoCoR Accuracy: 23.95. Result ID: 69910f313a6c314849056138. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Noise Ratio":"40%"}. This record does not assert independent reproduction. ### Co-teaching Accuracy: 23.21. Result ID: 69910f313a6c314849056136. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Noise Ratio":"40%"}. This record does not assert independent reproduction. ### JoCoR Accuracy: 13.16. Result ID: 69910f313a6c314849056144. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Noise Ratio":"60%"}. This record does not assert independent reproduction. ### Co-teaching Accuracy: 12.58. Result ID: 69910f313a6c314849056142. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Noise Ratio":"60%"}. This record does not assert independent reproduction. ### Co-teaching+ Accuracy: 12.58. Result ID: 69910f313a6c314849056143. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Noise Ratio":"60%"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.