# Semantic Specificity Classification on Natural Scenes Dataset (NSD) 1.0 (Subject 2 (S2)) Source: [Semantic Specificity Classification on Natural Scenes Dataset (NSD) 1.0 (Subject 2 (S2))]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:45:07.231Z Evaluation of Semantic Specificity Classification performance on Subject 2 of the Natural Scenes Dataset (NSD) 1.0, reporting category-specific accuracies (Faces, Places, Bodies, Words, Food) and the overall 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 | Semantic Specificity Classification | | Dataset (including any stated split) | Natural Scenes Dataset (NSD) 1.0 (Subject 2 (S2)) | | Metric | Faces Acc | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 5 of 5 | | 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 - [Faces Acc](): Higher is better; unit: PERCENT. - [Places Acc](): Higher is better; unit: PERCENT. - [Bodies Acc](): Higher is better; unit: PERCENT. - [Words Acc](): Higher is better; unit: PERCENT. - [Food Acc](): Higher is better; unit: PERCENT. - [Mean Acc](): Higher is better; unit: PERCENT. ## Recorded results | Method | Faces Acc | Result date | Report paper | | --- | --- | --- | --- | | BrainDiVE | 70 | Not recorded | 68fa71451e209131cea50436 | | BrainDiVE | 68 | Not recorded | 68fa71451e209131cea50436 | | NSD | 45 | Not recorded | 68fa71451e209131cea50436 | | NSD | 41.5 | Not recorded | 68fa71451e209131cea50436 | | NSD | 17.2 | Not recorded | 68fa71451e209131cea50436 | ### BrainDiVE Faces Acc: 70. Result ID: 6991c2bd3a6c3148490a6961. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"selection\_strategy":"Top-200 (20%) by encoding component","evaluation\_protocol":"Zero-shot CLIP"}. This record does not assert independent reproduction. ### BrainDiVE Faces Acc: 68. Result ID: 6991c2bd3a6c3148490a6962. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"selection\_strategy":"Top-100 (10%) by encoding component","evaluation\_protocol":"Zero-shot CLIP"}. This record does not assert independent reproduction. ### NSD Faces Acc: 45. Result ID: 6991c2bd3a6c3148490a6960. [Reporting paper]() Recorded evaluation configuration: {"selection\_strategy":"Top-100 (top 1%) by mean true fMRI beta","evaluation\_protocol":"Zero-shot CLIP"}. This record does not assert independent reproduction. ### NSD Faces Acc: 41.5. Result ID: 6991c2bd3a6c3148490a695f. [Reporting paper]() Recorded evaluation configuration: {"selection\_strategy":"Top-200 (top 2%) by mean true fMRI beta","evaluation\_protocol":"Zero-shot CLIP"}. This record does not assert independent reproduction. ### NSD Faces Acc: 17.2. Result ID: 6991c2bd3a6c3148490a695e. [Reporting paper]() Recorded evaluation configuration: {"selection\_strategy":"All stimuli","evaluation\_protocol":"Zero-shot CLIP"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.