iSAID
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Semantic Segmentation | iSAID | mIoU94.86 | 146 | |
| Object Segmentation | iSAID (val) | mIoU70.3 | 42 | |
| Open-Vocabulary Segmentation | iSAID | mIoU54.3 | 21 | |
| Semantic Segmentation | iSAID 5i | mIoU52.4 | 21 | |
| Open-Vocabulary Segmentation | iSAID (test) | mIoU54.3 | 14 | |
| Instance Segmentation | iSAID 1.0 (val) | AP34.2 | 13 | |
| Class-Incremental Semantic Segmentation | iSAID | mIoU (all classes)57.4 | 12 | |
| Semantic Segmentation | iSAID RGB-Only | mIoU45.23 | 12 | |
| Semantic Segmentation | iSAID (test) | mIoU25.5 | 11 | |
| Semantic Segmentation | iSAID (val) | IoU67.4 | 8 | |
| Counting | iSAID reduced 4-category (test) | MAE (0-10000)2.84 | 3 | |
| Image Generation | iSAID 1.0 (test) | FID8.66 | 3 |
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