# Continual Food Recognition on VFN LT 186 Source: [Continual Food Recognition on VFN LT 186]() Collection index: [llms.txt]() Data updated: 2026-04-01T07:02:21.185Z Evaluation of Continual Food Recognition performance on the VFN LT 186 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) | VFN LT 186 | | Metric | Last Task Accuracy (AT) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 18 of 18 | | 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 | 69.88 | Not recorded | 69cca67e0636e5bf4afcbb32 | | DIME | 69.07 | Not recorded | 69cca67e0636e5bf4afcbb32 | | TUNA | 67.32 | Not recorded | 69cca67e0636e5bf4afcbb32 | | ACMap | 67.07 | Not recorded | 69cca67e0636e5bf4afcbb32 | | MOS | 66.63 | Not recorded | 69cca67e0636e5bf4afcbb32 | | TUNA | 66.19 | Not recorded | 69cca67e0636e5bf4afcbb32 | | ACMap | 65.79 | Not recorded | 69cca67e0636e5bf4afcbb32 | | MOS | 65.78 | Not recorded | 69cca67e0636e5bf4afcbb32 | | EASE | 65.62 | Not recorded | 69cca67e0636e5bf4afcbb32 | | EASE | 64.86 | Not recorded | 69cca67e0636e5bf4afcbb32 | | SLCA | 63.74 | Not recorded | 69cca67e0636e5bf4afcbb32 | | SLCA | 63.07 | Not recorded | 69cca67e0636e5bf4afcbb32 | | CL-LoRA | 60.4 | Not recorded | 69cca67e0636e5bf4afcbb32 | | CL-LoRA | 58.84 | Not recorded | 69cca67e0636e5bf4afcbb32 | | InfLoRA | 52.58 | Not recorded | 69cca67e0636e5bf4afcbb32 | | InfLoRA | 51.49 | Not recorded | 69cca67e0636e5bf4afcbb32 | | SEMA | 46.22 | Not recorded | 69cca67e0636e5bf4afcbb32 | | SEMA | 45.17 | Not recorded | 69cca67e0636e5bf4afcbb32 | ### DIME Last Task Accuracy (AT): 69.88. Result ID: 69ccc2f547f34ce924b5f7c5. [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. ### DIME Last Task Accuracy (AT): 69.07. Result ID: 69ccc2f547f34ce924b5f7b3. [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): 67.32. Result ID: 69ccc2f547f34ce924b5f7c4. [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): 67.07. Result ID: 69ccc2f547f34ce924b5f7c2. [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): 66.63. Result ID: 69ccc2f547f34ce924b5f7c3. [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): 66.19. Result ID: 69ccc2f547f34ce924b5f7b2. [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): 65.79. Result ID: 69ccc2f547f34ce924b5f7b0. [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): 65.78. Result ID: 69ccc2f547f34ce924b5f7b1. [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): 65.62. Result ID: 69ccc2f547f34ce924b5f7bf. [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): 64.86. Result ID: 69ccc2f547f34ce924b5f7ad. [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): 63.74. Result ID: 69ccc2f547f34ce924b5f7bd. [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): 63.07. Result ID: 69ccc2f547f34ce924b5f7ab. [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. ### CL-LoRA Last Task Accuracy (AT): 60.4. Result ID: 69ccc2f547f34ce924b5f7af. [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): 58.84. Result ID: 69ccc2f547f34ce924b5f7c1. [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. ### InfLoRA Last Task Accuracy (AT): 52.58. Result ID: 69ccc2f547f34ce924b5f7be. [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. ### InfLoRA Last Task Accuracy (AT): 51.49. Result ID: 69ccc2f547f34ce924b5f7ac. [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): 46.22. Result ID: 69ccc2f547f34ce924b5f7ae. [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): 45.17. Result ID: 69ccc2f547f34ce924b5f7c0. [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.