Image-to-Text Retrieval Aleatoric Uncertainty Calibration on CUB
0.927Calibration Score SProbVLM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ProbVLMBackbone=SigLIP2026.05 | 0.927 | 0.904 | |
| GroVEBackbone=SigLIP2026.05 | 0.391 | 0.151 | |
| GroVEBackbone=SigLIP2026.05 | 0.05 | 0.01 | |
| AsymVLMPSDBackbone=SigLIP2026.05 | 0.012 | 0.01 | |
| AsymVLMvMFBackbone=SigLIP2026.05 | 0.012 | 0.01 | |
| ProbVLMBackbone=SigLIP2026.05 | -0.264 | 0.045 | |
| GeoFlowVLMBackbone=SigLIP2026.05 | -0.55 | 0.295 | |
| AsymVLMvMFBackbone=SigLIP2026.05 | -0.976 | 0.914 | |
| AsymVLMPSDBackbone=SigLIP2026.05 | -0.994 | 0.936 | |
| GeoFlowVLMBackbone=SigLIP2026.05 | -0.994 | 0.955 |