ImageNet-S
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| XAI Evaluation | ImageNet-S (val) | Selection Score6.029 | 28 | |
| XAI Attribution | ImageNet-S (val) | Attribution Localization0.651 | 19 | |
| Image Classification | ImageNet-S Sketch 1.0 (val) | Top-1 Acc55 | 13 | |
| Semantic Segmentation | ImageNet-S50 with background class (val) | mIoU55.1 | 10 | |
| Unsupervised Semantic Segmentation | ImageNet-S50 (val) | mIoU42.5 | 10 | |
| Image Classification | ImageNet-S 1.0 (val) | Top-1 Accuracy48.3 | 7 | |
| Image Classification | ImageNet-S novel classes Sketch | Accuracy53.36 | 4 | |
| Image Classification | ImageNet-S base classes | Accuracy53.35 | 4 | |
| Image Classification | ImageNet-S (test) | Top-1 Acc42.7 | 4 | |
| Image Classification | ImageNet-S target | Top-1 Acc49.15 | 4 | |
| Unsupervised Semantic Segmentation | ImageNet-S (test) | mIoU11 | 2 | |
| Image Classification | ImageNet-S novel classes | Accuracy- | 0 | |
| XAI Evaluation | ImageNet-S (test) | Selectivity- | 0 | |
| XAI Attribution | ImageNet-S v1.0 (test) | Attr. Loc.- | 0 |
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