# Continual Food Recognition on Food101-LT Source: [Continual Food Recognition on Food101-LT]() Collection index: [llms.txt]() Data updated: 2026-04-01T07:02:21.247Z Evaluation of Continual Food Recognition performance on the Food101-LT dataset, reporting metrics such as Last task accuracy (AT), Average accuracy (A-bar), and Weighted average accuracy (wA-bar). 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 Food Recognition | | Dataset (including any stated split) | Food101-LT | | Metric | Last Task Accuracy (AT) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 9 of 9 | | 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 - [Last Task Accuracy (AT)](): Higher is better; unit: PERCENT. - [Average Accuracy (A-bar)](): Higher is better; unit: PERCENT. - [Weighted Average Accuracy (wA-bar)](): Higher is better; unit: PERCENT. ## Recorded results | Method | Last Task Accuracy (AT) | Result date | Report paper | | --- | --- | --- | --- | | DIME | 77.01 | Not recorded | 69cca67e0636e5bf4afcbb32 | | TUNA | 75 | Not recorded | 69cca67e0636e5bf4afcbb32 | | MOS | 74.31 | Not recorded | 69cca67e0636e5bf4afcbb32 | | ACMap | 72.37 | Not recorded | 69cca67e0636e5bf4afcbb32 | | SLCA | 72.35 | Not recorded | 69cca67e0636e5bf4afcbb32 | | EASE | 68 | Not recorded | 69cca67e0636e5bf4afcbb32 | | InfLoRA | 57.8 | Not recorded | 69cca67e0636e5bf4afcbb32 | | CL-LoRA | 55.82 | Not recorded | 69cca67e0636e5bf4afcbb32 | | SEMA | 43.88 | Not recorded | 69cca67e0636e5bf4afcbb32 | ### DIME Last Task Accuracy (AT): 77.01. Result ID: 69ccc2f547f34ce924b5f7ce. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Step-imbalance ratio (rho)":"0.01","Averaged over":"5 runs"}. This record does not assert independent reproduction. ### TUNA Last Task Accuracy (AT): 75. Result ID: 69ccc2f547f34ce924b5f7cd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Step-imbalance ratio (rho)":"0.01","Averaged over":"5 runs"}. This record does not assert independent reproduction. ### MOS Last Task Accuracy (AT): 74.31. Result ID: 69ccc2f547f34ce924b5f7cc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Step-imbalance ratio (rho)":"0.01","Averaged over":"5 runs"}. This record does not assert independent reproduction. ### ACMap Last Task Accuracy (AT): 72.37. Result ID: 69ccc2f547f34ce924b5f7cb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Step-imbalance ratio (rho)":"0.01","Averaged over":"5 runs"}. This record does not assert independent reproduction. ### SLCA Last Task Accuracy (AT): 72.35. Result ID: 69ccc2f547f34ce924b5f7c6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Step-imbalance ratio (rho)":"0.01","Averaged over":"5 runs"}. This record does not assert independent reproduction. ### EASE Last Task Accuracy (AT): 68. Result ID: 69ccc2f547f34ce924b5f7c8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Step-imbalance ratio (rho)":"0.01","Averaged over":"5 runs"}. This record does not assert independent reproduction. ### InfLoRA Last Task Accuracy (AT): 57.8. Result ID: 69ccc2f547f34ce924b5f7c7. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Step-imbalance ratio (rho)":"0.01","Averaged over":"5 runs"}. This record does not assert independent reproduction. ### CL-LoRA Last Task Accuracy (AT): 55.82. Result ID: 69ccc2f547f34ce924b5f7ca. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Step-imbalance ratio (rho)":"0.01","Averaged over":"5 runs"}. This record does not assert independent reproduction. ### SEMA Last Task Accuracy (AT): 43.88. Result ID: 69ccc2f547f34ce924b5f7c9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Step-imbalance ratio (rho)":"0.01","Averaged over":"5 runs"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.