# Language Understanding on GLUE (test) (SST-2, QNLI, QQP, CoLA, MRPC, STS-B Subset) Source: [Language Understanding on GLUE (test) (SST-2, QNLI, QQP, CoLA, MRPC, STS-B Subset)]() Collection index: [llms.txt]() Data updated: 2026-04-06T07:25:04.126Z Evaluation of language understanding capabilities on a specific subset of the GLUE test set, reporting scores for SST-2, QNLI, QQP, CoLA, MRPC, and STS-B tasks. 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 | Language Understanding | | Dataset (including any stated split) | GLUE (test) | | Metric | SST-2 Score | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 6 of 6 | | 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 - [SST-2 Score](): Higher is better; unit: PERCENT. - [QNLI Score](): Higher is better; unit: PERCENT. - [QQP Score](): Higher is better; unit: PERCENT. - [CoLA Score](): Higher is better; unit: PERCENT. - [MRPC Score](): Higher is better; unit: PERCENT. - [STS-B Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | SST-2 Score | Result date | Report paper | | --- | --- | --- | --- | | MoEDoRA | 96.15 | Not recorded | 69d33e0b7d0172140ec736af | | MoELoRAFA | 96.04 | Not recorded | 69d33e0b7d0172140ec736af | | LiMELoRAFA | 95.99 | Not recorded | 69d33e0b7d0172140ec736af | | LiMELoRA | 95.91 | Not recorded | 69d33e0b7d0172140ec736af | | LiMEDoRA | 95.74 | Not recorded | 69d33e0b7d0172140ec736af | | MoELoRA | 95.48 | Not recorded | 69d33e0b7d0172140ec736af | ### MoEDoRA SST-2 Score: 96.15. Result ID: 69d35f1147f34ce924bac6ae. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Molmo2-8B"}. This record does not assert independent reproduction. ### MoELoRAFA SST-2 Score: 96.04. Result ID: 69d35f1147f34ce924bac6af. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Molmo2-8B"}. This record does not assert independent reproduction. ### LiMELoRAFA SST-2 Score: 95.99. Result ID: 69d35f1147f34ce924bac6b2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Molmo2-8B"}. This record does not assert independent reproduction. ### LiMELoRA SST-2 Score: 95.91. Result ID: 69d35f1147f34ce924bac6b0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Molmo2-8B"}. This record does not assert independent reproduction. ### LiMEDoRA SST-2 Score: 95.74. Result ID: 69d35f1147f34ce924bac6b1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Molmo2-8B"}. This record does not assert independent reproduction. ### MoELoRA SST-2 Score: 95.48. Result ID: 69d35f1147f34ce924bac6ad. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Molmo2-8B"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.