# Continual Learning on Seq-Tiny-ImageNet Source: [Continual Learning on Seq-Tiny-ImageNet]() Collection index: [llms.txt]() Data updated: 2026-04-23T11:08:20.751Z Evaluation of Continual Learning performance on the Seq-Tiny-ImageNet dataset, reporting AECE, AOE, and AT,T metrics. 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 | Continual Learning | | Dataset (including any stated split) | Seq-Tiny-ImageNet | | Metric | AECE | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 12 of 12 | | 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 - [AECE](): Lower is better; unit: SCALAR. - [AOE](): Lower is better; unit: SCALAR. - [AT,T](): Higher is better; unit: PERCENT. ## Recorded results | Method | AECE | Result date | Report paper | | --- | --- | --- | --- | | FC-NCCL + SAMix | 0.079 | Not recorded | 68fa7c471e209131cea8d60d | | FC-NCCL + SAMix | 0.088 | Not recorded | 68fa7c471e209131cea8d60d | | FC-NCCL + SAMix | 0.095 | Not recorded | 68fa7c471e209131cea8d60d | | FC-NCCL | 0.098 | Not recorded | 68fa7c471e209131cea8d60d | | TA-NCCL + SAMix | 0.115 | Not recorded | 68fa7c471e209131cea8d60d | | FC-NCCL | 0.13 | Not recorded | 68fa7c471e209131cea8d60d | | TA-NCCL + SAMix | 0.146 | Not recorded | 68fa7c471e209131cea8d60d | | TA-NCCL + SAMix | 0.146 | Not recorded | 68fa7c471e209131cea8d60d | | FC-NCCL | 0.17 | Not recorded | 68fa7c471e209131cea8d60d | | TA-NCCL | 0.206 | Not recorded | 68fa7c471e209131cea8d60d | | TA-NCCL | 0.251 | Not recorded | 68fa7c471e209131cea8d60d | | TA-NCCL | 0.258 | Not recorded | 68fa7c471e209131cea8d60d | ### FC-NCCL + SAMix AECE: 0.079. Result ID: 69e9fcc247f34ce924d210a1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Buffer":"500"}. This record does not assert independent reproduction. ### FC-NCCL + SAMix AECE: 0.088. Result ID: 69e9fcc247f34ce924d21099. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Buffer":"0"}. This record does not assert independent reproduction. ### FC-NCCL + SAMix AECE: 0.095. Result ID: 69e9fcc247f34ce924d2109d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Buffer":"200"}. This record does not assert independent reproduction. ### FC-NCCL AECE: 0.098. Result ID: 69e9fcc247f34ce924d210a0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Buffer":"500"}. This record does not assert independent reproduction. ### TA-NCCL + SAMix AECE: 0.115. Result ID: 69e9fcc247f34ce924d210a3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Buffer":"500"}. This record does not assert independent reproduction. ### FC-NCCL AECE: 0.13. Result ID: 69e9fcc247f34ce924d21098. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Buffer":"0"}. This record does not assert independent reproduction. ### TA-NCCL + SAMix AECE: 0.146. Result ID: 69e9fcc247f34ce924d2109b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Buffer":"0"}. This record does not assert independent reproduction. ### TA-NCCL + SAMix AECE: 0.146. Result ID: 69e9fcc247f34ce924d2109f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Buffer":"200"}. This record does not assert independent reproduction. ### FC-NCCL AECE: 0.17. Result ID: 69e9fcc247f34ce924d2109c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Buffer":"200"}. This record does not assert independent reproduction. ### TA-NCCL AECE: 0.206. Result ID: 69e9fcc247f34ce924d210a2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Buffer":"500"}. This record does not assert independent reproduction. ### TA-NCCL AECE: 0.251. Result ID: 69e9fcc247f34ce924d2109e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Buffer":"200"}. This record does not assert independent reproduction. ### TA-NCCL AECE: 0.258. Result ID: 69e9fcc247f34ce924d2109a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Buffer":"0"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.