Object Referring-guided Scanpath Prediction on RefCOCO-Gaze (test)
0.407SSScanVLA
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| ScanVLANumber of Parameters=2B2026.04 | 0.407 | 0.344 | 5.864 | 1.077 | 0.354 | 4.203 | |
| Human2026.04 | 0.4 | 0.317 | 6.573 | 1.278 | 0.283 | 3.112 | |
| ScanVLANumber of Parameters=1B2026.04 | 0.389 | 0.328 | 5.986 | 1.099 | 0.318 | 3.81 | |
| ART2026.04 | 0.359 | 0.292 | 6.371 | 1.143 | 0.28 | 3.478 | |
| Chen et al.2026.04 | 0.299 | 0.188 | 8.309 | 1.507 | 0.159 | 1.557 | |
| Gazeformer-ref2026.04 | 0.269 | 0.194 | 6.788 | 1.286 | 0.208 | 3.006 | |
| Gazeformer-cat2026.04 | 0.269 | 0.189 | 6.841 | 1.327 | 0.204 | 2.932 | |
| OFA2026.04 | 0.216 | 0.17 | 17.084 | 2.901 | 0.174 | 2.175 | |
| Random2026.04 | 0.189 | 0.133 | 17.735 | 3.005 | 0.094 | 1.689 |