# Zero-shot Prediction on RTE Source: [Zero-shot Prediction on RTE]() Collection index: [llms.txt]() Data updated: 2026-02-27T14:22:04.771Z Evaluation of zero-shot prediction performance on the RTE dataset, typically measured by accuracy. 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 | Zero-shot Prediction | | Dataset (including any stated split) | RTE | | Metric | Zero-shot Accuracy (RTE) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 17 of 17 | | 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 - [Zero-shot Accuracy (RTE)](): Higher is better; unit: PERCENT. ## Recorded results | Method | Zero-shot Accuracy (RTE) | Result date | Report paper | | --- | --- | --- | --- | | Dense | 62.82 | Not recorded | 68fa7bd41e209131cea8ac27 | | L-ADMM | 58.12 | Not recorded | 68fa7bd41e209131cea8ac27 | | SparseLLM | 57.4 | Not recorded | 68fa7bd41e209131cea8ac27 | | SparseGPT | 56.68 | Not recorded | 68fa7bd41e209131cea8ac27 | | SparseLLM | 56.68 | Not recorded | 68fa7bd41e209131cea8ac27 | | SparseGPT | 56.32 | Not recorded | 68fa7bd41e209131cea8ac27 | | L-ADMM | 56.32 | Not recorded | 68fa7bd41e209131cea8ac27 | | ALPS | 55.96 | Not recorded | 68fa7bd41e209131cea8ac27 | | ALPS | 55.6 | Not recorded | 68fa7bd41e209131cea8ac27 | | Wanda | 54.15 | Not recorded | 68fa7bd41e209131cea8ac27 | | Wanda | 53.07 | Not recorded | 68fa7bd41e209131cea8ac27 | | SAFE | 53.07 | Not recorded | 68fa7bd41e209131cea8ac27 | | SAFE | 53.07 | Not recorded | 68fa7bd41e209131cea8ac27 | | ELSA | 53.07 | Not recorded | 68fa7bd41e209131cea8ac27 | | ELSA | 52.71 | Not recorded | 68fa7bd41e209131cea8ac27 | | Magnitude | 52.35 | Not recorded | 68fa7bd41e209131cea8ac27 | | Magnitude | 52.35 | Not recorded | 68fa7bd41e209131cea8ac27 | ### Dense Zero-shot Accuracy (RTE): 62.82. Result ID: 69a1a88b35dfcabb00e80799. [Reporting paper]() Recorded evaluation configuration: {"Sparsity":"0%","Backbone":"LLaMA-2-7B","Zero-shot":"true"}. This record does not assert independent reproduction. ### L-ADMM Zero-shot Accuracy (RTE): 58.12. Result ID: 69a1a88b35dfcabb00e807a5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Sparsity":"4:8","Backbone":"LLaMA-2-7B","Zero-shot":"true"}. This record does not assert independent reproduction. ### SparseLLM Zero-shot Accuracy (RTE): 57.4. Result ID: 69a1a88b35dfcabb00e807a0. [Reporting paper]() Recorded evaluation configuration: {"Sparsity":"2:4","Backbone":"LLaMA-2-7B","Zero-shot":"true"}. This record does not assert independent reproduction. ### SparseGPT Zero-shot Accuracy (RTE): 56.68. Result ID: 69a1a88b35dfcabb00e807a4. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Sparsity":"4:8","Backbone":"LLaMA-2-7B","Zero-shot":"true"}. This record does not assert independent reproduction. ### SparseLLM Zero-shot Accuracy (RTE): 56.68. Result ID: 69a1a88b35dfcabb00e807a8. [Reporting paper]() Recorded evaluation configuration: {"Sparsity":"4:8","Backbone":"LLaMA-2-7B","Zero-shot":"true"}. This record does not assert independent reproduction. ### SparseGPT Zero-shot Accuracy (RTE): 56.32. Result ID: 69a1a88b35dfcabb00e8079c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Sparsity":"2:4","Backbone":"LLaMA-2-7B","Zero-shot":"true"}. This record does not assert independent reproduction. ### L-ADMM Zero-shot Accuracy (RTE): 56.32. Result ID: 69a1a88b35dfcabb00e8079d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Sparsity":"2:4","Backbone":"LLaMA-2-7B","Zero-shot":"true"}. This record does not assert independent reproduction. ### ALPS Zero-shot Accuracy (RTE): 55.96. Result ID: 69a1a88b35dfcabb00e807a6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Sparsity":"4:8","Backbone":"LLaMA-2-7B","Zero-shot":"true"}. This record does not assert independent reproduction. ### ALPS Zero-shot Accuracy (RTE): 55.6. Result ID: 69a1a88b35dfcabb00e8079e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Sparsity":"2:4","Backbone":"LLaMA-2-7B","Zero-shot":"true"}. This record does not assert independent reproduction. ### Wanda Zero-shot Accuracy (RTE): 54.15. Result ID: 69a1a88b35dfcabb00e807a3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Sparsity":"4:8","Backbone":"LLaMA-2-7B","Zero-shot":"true"}. This record does not assert independent reproduction. ### Wanda Zero-shot Accuracy (RTE): 53.07. Result ID: 69a1a88b35dfcabb00e8079b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Sparsity":"2:4","Backbone":"LLaMA-2-7B","Zero-shot":"true"}. This record does not assert independent reproduction. ### SAFE Zero-shot Accuracy (RTE): 53.07. Result ID: 69a1a88b35dfcabb00e8079f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Sparsity":"2:4","Backbone":"LLaMA-2-7B","Zero-shot":"true"}. This record does not assert independent reproduction. ### SAFE Zero-shot Accuracy (RTE): 53.07. Result ID: 69a1a88b35dfcabb00e807a7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Sparsity":"4:8","Backbone":"LLaMA-2-7B","Zero-shot":"true"}. This record does not assert independent reproduction. ### ELSA Zero-shot Accuracy (RTE): 53.07. Result ID: 69a1a88b35dfcabb00e807a9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Sparsity":"4:8","Backbone":"LLaMA-2-7B","Zero-shot":"true"}. This record does not assert independent reproduction. ### ELSA Zero-shot Accuracy (RTE): 52.71. Result ID: 69a1a88b35dfcabb00e807a1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Sparsity":"2:4","Backbone":"LLaMA-2-7B","Zero-shot":"true"}. This record does not assert independent reproduction. ### Magnitude Zero-shot Accuracy (RTE): 52.35. Result ID: 69a1a88b35dfcabb00e8079a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Sparsity":"2:4","Backbone":"LLaMA-2-7B","Zero-shot":"true"}. This record does not assert independent reproduction. ### Magnitude Zero-shot Accuracy (RTE): 52.35. Result ID: 69a1a88b35dfcabb00e807a2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Sparsity":"4:8","Backbone":"LLaMA-2-7B","Zero-shot":"true"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.