Image Labeling on ImageNet V2
6.69FDRSGR
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SGRModel=ResNet-342025.10 | 6.69 | 52.2 | 34.19 | — | |
| SGRModel=DenseNet-1612025.10 | 6.82 | 54.18 | 37.98 | — | |
| SGRModel=CLIP-VIT-B/322025.10 | 8.17 | 6.59 | 3.67 | — | |
| FDR searchModel=CLIP-VIT-B/322025.10 | 9.51 | 33.61 | 19.55 | — | |
| FDR searchModel=ResNet-342025.10 | 9.78 | 61.51 | 41.62 | — | |
| FDR searchModel=DenseNet-1612025.10 | 9.84 | 66.67 | 48.21 | — | |
| Conformal LabelingModel=ResNet-342025.10 | 9.92 | 61.78 | 41.85 | — | |
| Conformal LabelingModel=DenseNet-1612025.10 | 9.98 | 67.07 | 48.57 | — | |
| Conformal LabelingModel=CLIP-VIT-B/322025.10 | 9.99 | 35.52 | 20.73 | — | |
| AI onlyModel=ResNet-342025.10 | — | — | — | 39.04 | |
| AI onlyModel=DenseNet-1612025.10 | — | — | — | 34.88 | |
| AI onlyModel=CLIP-VIT-B/322025.10 | — | — | — | 47.78 |