CLEVRTEX
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Unsupervised Object Segmentation | CLEVRTEX 1.0 (test) | FG-ARI92.61 | 20 | |
| Object Discovery | CLEVRTEX (val) | mIoU34.7 | 6 | |
| Object Discovery | CLEVRTex (test) | mIoU (Intersection)47.2 | 5 | |
| Scene Reconstruction and Generation | CLEVRTEX | LPIPS0.153 | 5 | |
| Segmentation | CLEVRTEX | ARI-A56.9 | 5 | |
| Image Reconstruction | CLEVRTEX (test) | LPIPS0.153 | 5 | |
| Object Segmentation | CLEVRTEX (test) | ARI-A56.9 | 5 | |
| Unsupervised object discovery | ClevrTex (test) | FG-ARI91.3 | 5 | |
| Downstream Property Prediction | CLEVRTex (test) | Shape Accuracy80.23 | 3 | |
| Unsupervised Object Segmentation | CLEVRTex (test) | mBO63.93 | 3 | |
| Downstream Property Prediction | CLEVRTex 1.0 (test) | Shape Accuracy80.23 | 3 | |
| Compositional Image Generation | CLEVRTex (test) | FID29.53 | 3 |
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