# Representation Injection Performance on Llama2-7B evaluation scenarios (test) Source: [Representation Injection Performance on Llama2-7B evaluation scenarios (test)]() Collection index: [llms.txt]() Data updated: 2026-04-13T07:19:34.373Z Evaluation of the Llama 2 7B model performance across specific evaluation scenarios related to representation injection, measured using 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 | Representation Injection Performance | | Dataset (including any stated split) | Llama2-7B evaluation scenarios (test) | | Metric | Accuracy | | 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 - [Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | LTV | 85.16 | Not recorded | 68fa7bb61e209131cea8a133 | | LTV | 84.6 | Not recorded | 68fa7bb61e209131cea8a133 | | LTV | 82.54 | Not recorded | 68fa7bb61e209131cea8a133 | | LTV | 82.24 | Not recorded | 68fa7bb61e209131cea8a133 | | LTV | 79.34 | Not recorded | 68fa7bb61e209131cea8a133 | | FV | 73.23 | Not recorded | 68fa7bb61e209131cea8a133 | | Vanilla TV | 52.82 | Not recorded | 68fa7bb61e209131cea8a133 | | FV | 51.81 | Not recorded | 68fa7bb61e209131cea8a133 | | LTV | 51.6 | Not recorded | 68fa7bb61e209131cea8a133 | | FV | 47.14 | Not recorded | 68fa7bb61e209131cea8a133 | | Vanilla TV | 38.26 | Not recorded | 68fa7bb61e209131cea8a133 | | FV | 28.6 | Not recorded | 68fa7bb61e209131cea8a133 | | FV | 20.44 | Not recorded | 68fa7bb61e209131cea8a133 | | Vanilla TV | 18.85 | Not recorded | 68fa7bb61e209131cea8a133 | | Vanilla TV | 14.16 | Not recorded | 68fa7bb61e209131cea8a133 | | Vanilla TV | 13.3 | Not recorded | 68fa7bb61e209131cea8a133 | | Vanilla TV | 1.96 | Not recorded | 68fa7bb61e209131cea8a133 | | FV | 1.4 | Not recorded | 68fa7bb61e209131cea8a133 | ### LTV Accuracy: 85.16. Result ID: 69dc985047f34ce924c32af6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scenario":"5) ICL prompts"}. This record does not assert independent reproduction. ### LTV Accuracy: 84.6. Result ID: 69dc985047f34ce924c32aed. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scenario":"2) More Pos.","Injection Position (P)":"{-5,...,-1}","Injection Layers (L)":"{16}"}. This record does not assert independent reproduction. ### LTV Accuracy: 82.54. Result ID: 69dc985047f34ce924c32ae7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scenario":"Baseline","Injection Position (P)":"{-1}","Injection Layers (L)":"{16}"}. This record does not assert independent reproduction. ### LTV Accuracy: 82.24. Result ID: 69dc985047f34ce924c32af0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scenario":"3) More layers","Injection Position (P)":"{-1}","Injection Layers (L)":"{0,4,8,...}"}. This record does not assert independent reproduction. ### LTV Accuracy: 79.34. Result ID: 69dc985047f34ce924c32aea. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scenario":"1) Diff. Pos.","Injection Position (P)":"{4}","Injection Layers (L)":"{16}"}. This record does not assert independent reproduction. ### FV Accuracy: 73.23. Result ID: 69dc985047f34ce924c32af5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scenario":"5) ICL prompts"}. This record does not assert independent reproduction. ### Vanilla TV Accuracy: 52.82. Result ID: 69dc985047f34ce924c32af4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scenario":"5) ICL prompts"}. This record does not assert independent reproduction. ### FV Accuracy: 51.81. Result ID: 69dc985047f34ce924c32ae6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scenario":"Baseline","Injection Position (P)":"{-1}","Injection Layers (L)":"{16}"}. This record does not assert independent reproduction. ### LTV Accuracy: 51.6. Result ID: 69dc985047f34ce924c32af3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scenario":"4) More layers & Pos.","Injection Position (P)":"{-5,...}","Injection Layers (L)":"{0,4,...}"}. This record does not assert independent reproduction. ### FV Accuracy: 47.14. Result ID: 69dc985047f34ce924c32aef. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scenario":"3) More layers","Injection Position (P)":"{-1}","Injection Layers (L)":"{0,4,8,...}"}. This record does not assert independent reproduction. ### Vanilla TV Accuracy: 38.26. Result ID: 69dc985047f34ce924c32ae5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scenario":"Baseline","Injection Position (P)":"{-1}","Injection Layers (L)":"{16}"}. This record does not assert independent reproduction. ### FV Accuracy: 28.6. Result ID: 69dc985047f34ce924c32aec. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scenario":"2) More Pos.","Injection Position (P)":"{-5,...,-1}","Injection Layers (L)":"{16}"}. This record does not assert independent reproduction. ### FV Accuracy: 20.44. Result ID: 69dc985047f34ce924c32af2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scenario":"4) More layers & Pos.","Injection Position (P)":"{-5,...}","Injection Layers (L)":"{0,4,...}"}. This record does not assert independent reproduction. ### Vanilla TV Accuracy: 18.85. Result ID: 69dc985047f34ce924c32aee. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scenario":"3) More layers","Injection Position (P)":"{-1}","Injection Layers (L)":"{0,4,8,...}"}. This record does not assert independent reproduction. ### Vanilla TV Accuracy: 14.16. Result ID: 69dc985047f34ce924c32aeb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scenario":"2) More Pos.","Injection Position (P)":"{-5,...,-1}","Injection Layers (L)":"{16}"}. This record does not assert independent reproduction. ### Vanilla TV Accuracy: 13.3. Result ID: 69dc985047f34ce924c32af1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scenario":"4) More layers & Pos.","Injection Position (P)":"{-5,...}","Injection Layers (L)":"{0,4,...}"}. This record does not assert independent reproduction. ### Vanilla TV Accuracy: 1.96. Result ID: 69dc985047f34ce924c32ae8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scenario":"1) Diff. Pos.","Injection Position (P)":"{4}","Injection Layers (L)":"{16}"}. This record does not assert independent reproduction. ### FV Accuracy: 1.4. Result ID: 69dc985047f34ce924c32ae9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scenario":"1) Diff. Pos.","Injection Position (P)":"{4}","Injection Layers (L)":"{16}"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.