# Scanpath Prediction on Visual Search Dataset Poisoned Source: [Scanpath Prediction on Visual Search Dataset Poisoned]() Collection index: [llms.txt]() Data updated: 2026-04-13T07:59:44.627Z Evaluation of model performance on predicting human scanpaths using the Visual Search Dataset Poisoned dataset. 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 | Scanpath Prediction | | Dataset (including any stated split) | Visual Search Dataset Poisoned | | Metric | BBox Hit Ratio | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 10 of 10 | | 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 - [BBox Hit Ratio](): Higher is better; unit: PERCENT. ## Recorded results | Method | BBox Hit Ratio | Result date | Report paper | | --- | --- | --- | --- | | Clean Model | 86.4 | Not recorded | 69dc78947d0172140ec78b53 | | Input-aware spatial attack | 53.8 | Not recorded | 69dc78947d0172140ec78b53 | | Input-aware spatial attack | 43.3 | Not recorded | 69dc78947d0172140ec78b53 | | Input-aware spatial attack | 41 | Not recorded | 69dc78947d0172140ec78b53 | | Input-aware spatial attack | 38.2 | Not recorded | 69dc78947d0172140ec78b53 | | Input-aware spatial attack | 38.1 | Not recorded | 69dc78947d0172140ec78b53 | | Input-aware spatial attack | 36.1 | Not recorded | 69dc78947d0172140ec78b53 | | Input-aware spatial attack | 35.9 | Not recorded | 69dc78947d0172140ec78b53 | | Input-aware spatial attack | 34.3 | Not recorded | 69dc78947d0172140ec78b53 | | Input-aware spatial attack | 32.5 | Not recorded | 69dc78947d0172140ec78b53 | ### Clean Model BBox Hit Ratio: 86.4. Result ID: 69dca25c47f34ce924c369cc. [Reporting paper]() Recorded evaluation configuration: {"Trigger":"None"}. This record does not assert independent reproduction. ### Input-aware spatial attack BBox Hit Ratio: 53.8. Result ID: 69dca25c47f34ce924c369cf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Trigger modality":"Vision","Poisoning ratio":"2.5%"}. This record does not assert independent reproduction. ### Input-aware spatial attack BBox Hit Ratio: 43.3. Result ID: 69dca25c47f34ce924c369d5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Trigger modality":"Vision–Language","Poisoning ratio":"2.5%"}. This record does not assert independent reproduction. ### Input-aware spatial attack BBox Hit Ratio: 41. Result ID: 69dca25c47f34ce924c369d2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Trigger modality":"Language","Poisoning ratio":"2.5%"}. This record does not assert independent reproduction. ### Input-aware spatial attack BBox Hit Ratio: 38.2. Result ID: 69dca25c47f34ce924c369d4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Trigger modality":"Vision–Language","Poisoning ratio":"5%"}. This record does not assert independent reproduction. ### Input-aware spatial attack BBox Hit Ratio: 38.1. Result ID: 69dca25c47f34ce924c369d1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Trigger modality":"Language","Poisoning ratio":"5%"}. This record does not assert independent reproduction. ### Input-aware spatial attack BBox Hit Ratio: 36.1. Result ID: 69dca25c47f34ce924c369d0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Trigger modality":"Language","Poisoning ratio":"10%"}. This record does not assert independent reproduction. ### Input-aware spatial attack BBox Hit Ratio: 35.9. Result ID: 69dca25c47f34ce924c369d3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Trigger modality":"Vision–Language","Poisoning ratio":"10%"}. This record does not assert independent reproduction. ### Input-aware spatial attack BBox Hit Ratio: 34.3. Result ID: 69dca25c47f34ce924c369ce. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Trigger modality":"Vision","Poisoning ratio":"5%"}. This record does not assert independent reproduction. ### Input-aware spatial attack BBox Hit Ratio: 32.5. Result ID: 69dca25c47f34ce924c369cd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Trigger modality":"Vision","Poisoning ratio":"10%"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.