ADE20K
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Semantic Segmentation | ADE20K (val) | mIoU62.9 | 2,731 | |
| Semantic Segmentation | ADE20K | mIoU68.64 | 936 | |
| Semantic Segmentation | ADE20K A-150 | mIoU3,140 | 188 | |
| Panoptic Segmentation | ADE20K (val) | PQ54.5 | 89 | |
| Semantic Segmentation | ADE20K 847 | mIoU1,690 | 83 | |
| Semantic Segmentation | ADE20K v1 (val) | mIoU55.7 | 76 | |
| Semantic Segmentation | ADE20K A-847 (val) | mIoU1,400 | 70 | |
| Semantic Image Synthesis | ADE20K | FID2.84 | 66 | |
| Semantic Segmentation | ADE20K A-150 (val) | mIoU38.9 | 65 | |
| Semantic Grounding | ADE20k | Accuracy57.78 | 64 | |
| Semantic Segmentation | ADE20K 83 (val) | mIoU54.7 | 56 | |
| Open Vocabulary Semantic Segmentation | ADE20K A-150 | mIoU53.99 | 54 | |
| Semantic Segmentation | ADE20k (100-5) | mIoU (All Classes)3,890 | 54 | |
| Segmentation | ADE20K | mIoU55.3 | 52 | |
| Semantic Segmentation | ADE20K (test) | mIoU56.23 | 50 | |
| Semantic Image Synthesis | ADE20K (val) | FID22.3 | 47 | |
| Panoptic Segmentation | ADE20K 150 59 (val) | Panoptic Quality (PQ)41.89 | 35 | |
| Semantic Segmentation | ADE20K 150 classes (val) | mIoU40.7 | 35 | |
| Class Incremental Panoptic Segmentation | ADE20K (val) | PQ (Initial Classes)51.2 | 32 | |
| Semantic Segmentation | ADE20K 847 categories (val) | mIoU16.3 | 31 | |
| Semantic Segmentation | ADE20K | mIoU52 | 30 | |
| Instance Segmentation | ADE20K 150 59 (val) | AP41.24 | 30 | |
| Semantic Segmentation | ADE20K-150 (test) | mIoU37.1 | 29 | |
| Open Vocabulary Semantic Segmentation | ADE20K without background | mIoU2,190 | 28 | |
| Continual Semantic Segmentation | ADE20k 100-50 (2 tasks) (val) | mIoU (0-100)54.11 | 28 |
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