Object Detection on Pascal VOC 2012 (5i 4-Fold CV)
43.4mIoU (Fold 0)PromptHub
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PromptHubN (number of prompt pairs)=16, Cross-task evaluation=trained on segmentation, evaluated on detection, Inference mode=Zero-shot / No fine-tuning2026.03 | 43.4 | 38.55 | 39.52 | 40.66 | 40.53 | |
| PromptHubN (number of prompt pairs)=1, Cross-task evaluation=trained on segmentation, evaluated on detection, Inference mode=Zero-shot / No fine-tuning2026.03 | 41.59 | 36.25 | 37.71 | 32.15 | 36.93 | |
| CondenserN (number of prompt pairs)=16, Cross-task evaluation=trained on segmentation, evaluated on detection, Inference mode=Zero-shot / No fine-tuning2026.03 | 41.25 | 36.66 | 37.86 | 39.02 | 38.7 | |
| CondenserN (number of prompt pairs)=1, Cross-task evaluation=trained on segmentation, evaluated on detection, Inference mode=Zero-shot / No fine-tuning2026.03 | 38.15 | 35.7 | 35.49 | 30.31 | 34.91 |