Visual Search Prediction on Visual Search Experiment Human vs Model comparison 1.0
1.1Mean Search TimeAdaptive Model
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Adaptive ModelSet Size=16, Semantic Order=Unique2026.06 | 1.1 | 0.7 | 21.3 | |
| Adaptive ModelSet Size=16, Semantic Order=Shared2026.06 | 1.2 | 0.7 | 23 | |
| Adaptive ModelSet Size=16, Semantic Order=No categorization2026.06 | 1.4 | 0.8 | 16.1 | |
| HumanSet Size=16, Semantic Order=Unique2026.06 | 1.4 | 0.6 | — | |
| HumanSet Size=16, Semantic Order=Shared2026.06 | 1.5 | 0.6 | — | |
| HumanSet Size=16, Semantic Order=No categorization2026.06 | 1.7 | 0.7 | — | |
| Adaptive ModelSet Size=24, Semantic Order=Unique2026.06 | 1.7 | 1.1 | 2.76 | |
| HumanSet Size=24, Semantic Order=Unique2026.06 | 1.8 | 0.8 | — | |
| Adaptive ModelSet Size=24, Semantic Order=Shared2026.06 | 1.9 | 1.2 | 3.29 | |
| HumanSet Size=24, Semantic Order=Shared2026.06 | 2 | 0.9 | — | |
| Adaptive ModelSet Size=24, Semantic Order=No categorization2026.06 | 2.2 | 1.3 | 11.5 | |
| HumanSet Size=24, Semantic Order=No categorization2026.06 | 2.5 | 1.3 | — | |
| HumanSet Size=48, Semantic Order=Unique2026.06 | 2.7 | 1.4 | — | |
| HumanSet Size=48, Semantic Order=Shared2026.06 | 3.3 | 1.9 | — | |
| Adaptive ModelSet Size=48, Semantic Order=Unique2026.06 | 3.3 | 2.1 | 24.3 | |
| Adaptive ModelSet Size=48, Semantic Order=Shared2026.06 | 3.8 | 2.4 | 14.7 | |
| HumanSet Size=48, Semantic Order=No categorization2026.06 | 4 | 2.7 | — | |
| Adaptive ModelSet Size=48, Semantic Order=No categorization2026.06 | 4.1 | 2.6 | 1.26 |