# Image Classification on ImageNet100 Task 2(80-20) 1.0 (test) Source: [Image Classification on ImageNet100 Task 2(80-20) 1.0 (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:32:17.244Z Evaluation of Image Classification performance on the specific test split (1.0 version, 80-20 configuration) of the ImageNet100 Task 2 dataset, using metrics like Accuracy, F1 Score, and Harmonic Mean. 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) | ImageNet100 Task 2(80-20) 1.0 (test) | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 16 of 16 | | 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. - [Harmonic Mean](): Higher is better; unit: PERCENT. - [F1 Score](): Higher is better; unit: PERCENT. - [Accuracy Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | DER++ | 90.63 | Not recorded | 69705dbde25ad2fa9d1ed430 | | DER | 90.57 | Not recorded | 69705dbde25ad2fa9d1ed430 | | Pre-train | 90.03 | Not recorded | 69705dbde25ad2fa9d1ed430 | | L2\* | 88.37 | Not recorded | 69705dbde25ad2fa9d1ed430 | | FG-OrIU | 87.43 | Not recorded | 69705dbde25ad2fa9d1ed430 | | LwF | 85.4 | Not recorded | 69705dbde25ad2fa9d1ed430 | | GS-LoRA | 85.27 | Not recorded | 69705dbde25ad2fa9d1ed430 | | GS-LoRA++ | 85.23 | Not recorded | 69705dbde25ad2fa9d1ed430 | | EWC\* | 82.57 | Not recorded | 69705dbde25ad2fa9d1ed430 | | SCRUB-S | 76.6 | Not recorded | 69705dbde25ad2fa9d1ed430 | | MAS\* | 74.77 | Not recorded | 69705dbde25ad2fa9d1ed430 | | LIRF\* | 69.83 | Not recorded | 69705dbde25ad2fa9d1ed430 | | BAD-T | 69.21 | Not recorded | 69705dbde25ad2fa9d1ed430 | | SCRUB | 66.33 | Not recorded | 69705dbde25ad2fa9d1ed430 | | Retrain | 41.3 | Not recorded | 69705dbde25ad2fa9d1ed430 | | FDR | 22.7 | Not recorded | 69705dbde25ad2fa9d1ed430 | ### DER++ Accuracy: 90.63. Result ID: 69992c235698665ec4946341. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DER Accuracy: 90.57. Result ID: 69992c235698665ec4946340. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Pre-train Accuracy: 90.03. Result ID: 69992c235698665ec494633b. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### L2\* Accuracy: 88.37. Result ID: 69992c235698665ec494633c. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FG-OrIU Accuracy: 87.43. Result ID: 69992c235698665ec494634a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LwF Accuracy: 85.4. Result ID: 69992c235698665ec494633f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GS-LoRA Accuracy: 85.27. Result ID: 69992c235698665ec4946348. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GS-LoRA++ Accuracy: 85.23. Result ID: 69992c235698665ec4946349. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### EWC\* Accuracy: 82.57. Result ID: 69992c235698665ec494633d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SCRUB-S Accuracy: 76.6. Result ID: 69992c235698665ec4946347. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MAS\* Accuracy: 74.77. Result ID: 69992c235698665ec494633e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LIRF\* Accuracy: 69.83. Result ID: 69992c235698665ec4946345. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### BAD-T Accuracy: 69.21. Result ID: 69992c235698665ec4946344. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SCRUB Accuracy: 66.33. Result ID: 69992c235698665ec4946346. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Retrain Accuracy: 41.3. Result ID: 69992c235698665ec4946343. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FDR Accuracy: 22.7. Result ID: 69992c235698665ec4946342. [Reporting paper]() [Method origin 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.