Image-to-Text Retrieval Aleatoric Uncertainty Calibration on MS-COCO
0.985S ScoreProbVLM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ProbVLMBackbone=SigLIP2026.05 | 0.985 | 0.915 | |
| AsymVLMPSDBackbone=SigLIP2026.05 | -0.043 | 0.027 | |
| AsymVLMvMFBackbone=SigLIP2026.05 | -0.043 | 0.027 | |
| GroVEBackbone=SigLIP2026.05 | -0.216 | 0.091 | |
| GeoFlowVLMBackbone=SigLIP2026.05 | -0.97 | 0.788 |