LoveDA
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Semantic Segmentation | LoveDA | mIoU64 | 142 | |
| Semantic Segmentation | LoveDA (test) | mIoU55.5 | 81 | |
| Semantic Segmentation | LoveDA | IoU (Background)71.1 | 60 | |
| Open-Vocabulary Segmentation | LoveDA | mIoU50 | 21 | |
| Open-Vocabulary Segmentation | LoveDA (test) | mIoU49.4 | 14 | |
| Interactive Segmentation | LoveDA (test) | NoC (80%)5.3 | 12 | |
| Semantic Segmentation | LOVEDA 5k | OA79.82 | 7 | |
| Remote Sensing | LoveDA (test) | mIoU54.1 | 6 | |
| Image Classification | LoveDA Urban (test) | Accuracy29 | 4 | |
| Semantic Segmentation | LoveDA Rural cross-sensor (test) | mIoU29.8 | 4 | |
| Image Generation | LoveDA 1.0 (test) | FID13.87 | 3 | |
| Semantic Segmentation | LoveDA (val) | IoU48.97 | 3 |
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