Person Relation on Personal-VCL-Bench Persons
51.2AccuracyAgentic Context Bank
Evaluation results
| Method | Links | |
|---|---|---|
| Agentic Context BankContext regime=Ours, Backbone=Gemma-4-31B2026.05 | 51.2 | |
| Language-ctx (kmax)Context regime=Language-ctx (kmax), Backbone=Gemma-4-31B2026.05 | 49.6 | |
| Visual-ctx (kmax)Context regime=Visual-ctx (kmax), Backbone=Gemma-4-31B2026.05 | 46.4 | |
| No-contextContext regime=No-context, Backbone=Gemma-4-31B2026.05 | 22.4 |