Reasoning Segmentation on HALLUSEGBENCH Reasoning
0.7315CMS FactualVisionReasoner
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| VisionReasonerHallucination Mitigation=true2025.06 | 0.7315 | 0.8633 | 0.2464 | 0.3075 | |
| Seg-ZeroHallucination Mitigation=true2025.06 | 0.6554 | 0.7671 | 0.2391 | 0.3042 | |
| LISA-13BHallucination Mitigation=false2025.06 | 0.4979 | 0.6647 | 0.343 | 0.3164 | |
| LISA-7BHallucination Mitigation=false2025.06 | 0.4438 | 0.696 | 0.2991 | 0.2418 | |
| PixelLM-7BHallucination Mitigation=false2025.06 | 0.4284 | 0.5824 | 0.2792 | 0.2263 | |
| PixelLM-13BHallucination Mitigation=false2025.06 | 0.4267 | 0.5424 | 0.3106 | 0.3079 | |
| GLaMM-7BHallucination Mitigation=false2025.06 | 0.3556 | 0.4022 | 0.2446 | 0.3164 | |
| SESAME-7BHallucination Mitigation=true2025.06 | 0.2998 | 0.4873 | 0.3296 | 0.3 | |
| RobustSegHallucination Mitigation=true2025.06 | 0.1541 | 0.3988 | 0.4085 | 0.3184 |