# Scanpath Prediction on Visual Search Dataset Clean Inputs Source: [Scanpath Prediction on Visual Search Dataset Clean Inputs]() Collection index: [llms.txt]() Data updated: 2026-04-13T07:59:44.603Z Evaluation of Scanpath Prediction performance using the Visual Search Dataset Clean Inputs, measured by BBox hit ratio. 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 Clean Inputs | | 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 | 86.6 | Not recorded | 69dc78947d0172140ec78b53 | | Input-aware spatial attack | 83.5 | Not recorded | 69dc78947d0172140ec78b53 | | Input-aware spatial attack | 82.2 | Not recorded | 69dc78947d0172140ec78b53 | | Input-aware spatial attack | 82 | Not recorded | 69dc78947d0172140ec78b53 | | Input-aware spatial attack | 81.5 | Not recorded | 69dc78947d0172140ec78b53 | | Input-aware spatial attack | 81 | Not recorded | 69dc78947d0172140ec78b53 | | Input-aware spatial attack | 80.9 | Not recorded | 69dc78947d0172140ec78b53 | | Input-aware spatial attack | 79.7 | Not recorded | 69dc78947d0172140ec78b53 | | Input-aware spatial attack | 79.6 | Not recorded | 69dc78947d0172140ec78b53 | | Input-aware spatial attack | 78.8 | Not recorded | 69dc78947d0172140ec78b53 | ### Clean Model BBox Hit Ratio: 86.6. Result ID: 69dca25c47f34ce924c369c2. [Reporting paper]() Recorded evaluation configuration: {"Trigger":"None"}. This record does not assert independent reproduction. ### Input-aware spatial attack BBox Hit Ratio: 83.5. Result ID: 69dca25c47f34ce924c369c3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Trigger modality":"Vision","Poisoning ratio":"10%"}. This record does not assert independent reproduction. ### Input-aware spatial attack BBox Hit Ratio: 82.2. Result ID: 69dca25c47f34ce924c369c7. [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: 82. Result ID: 69dca25c47f34ce924c369c9. [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: 81.5. Result ID: 69dca25c47f34ce924c369c8. [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: 81. Result ID: 69dca25c47f34ce924c369c6. [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: 80.9. Result ID: 69dca25c47f34ce924c369ca. [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: 79.7. Result ID: 69dca25c47f34ce924c369cb. [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: 79.6. Result ID: 69dca25c47f34ce924c369c4. [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: 78.8. Result ID: 69dca25c47f34ce924c369c5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Trigger modality":"Vision","Poisoning ratio":"2.5%"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.