| Paper | Code | stAP@0.25 | tAP@0.25 | Success Rate | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|
| EAGLE: Episodic Appearance- and Geometry-aware Memory for Unified 2D-3D Visual Query Localization in Egocentric Vision | 0.42 | 0.47 | 61.29 | EAGLE | 2025-11-11 | |
| RELOCATE: A Simple Training-Free Baseline for Visual Query Localization Using Region-Based Representations | 0.333 | 0.409 | 58.0 | RELOCATE | 2024-12-02 | |
| PRVQL: Progressive Knowledge-guided Refinement for Robust Egocentric Visual Query Localization | ✓ Link | 0.27 | 0.35 | 57.93 | PRVQL | 2025-06-30 |
| Single-Stage Visual Query Localization in Egocentric Videos | 0.22 | 0.31 | 55.89 | VQLoC | 2023-06-15 | |
| Ego4D: Around the World in 3,000 Hours of Egocentric Video | ✓ Link | 0.12 | 0.2 | 39.8 | Siam-RCNN + KYS (Residual) | 2021-10-13 |