Pascal VOC
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Semantic Segmentation | PASCAL VOC 2012 (val) | Mean IoU94.7 | 2,040 | |
| Semantic Segmentation | PASCAL VOC 2012 (test) | mIoU94.1 | 1,342 | |
| Object Detection | PASCAL VOC 2007 (test) | mAP85.8 | 821 | |
| Semantic Segmentation | PASCAL VOC (val) | mIoU4,420 | 338 | |
| Object Detection | PASCAL VOC 2012 (test) | mAP97.2 | 270 | |
| Semantic Segmentation | Pascal VOC (test) | mIoU91.9 | 236 | |
| Object Detection | PASCAL VOC (Novel Set 1) | mAP@5068 | 223 | |
| Classification | PASCAL VOC 2007 (test) | mAP (%)93.1 | 217 | |
| Semantic Segmentation | PASCAL VOC 2012 | mIoU81.19 | 187 | |
| Object Detection | PASCAL VOC Novel Set 3 | mAP@0.563.3 | 175 | |
| Instance Segmentation | PASCAL VOC 2012 (val) | mAP @0.577.6 | 173 | |
| Semantic Segmentation | PASCAL VOC | mIoU0.8952 | 172 | |
| Semantic Segmentation | Pascal VOC augmented 2012 (val) | mIoU81.11 | 162 | |
| Weakly Supervised Semantic Segmentation | PASCAL VOC 2012 (test) | mIoU74.9 | 158 | |
| Weakly Supervised Semantic Segmentation | PASCAL VOC 2012 (val) | mIoU74.2 | 154 | |
| Semantic Segmentation | PASCAL VOC classic 2012 (val) | mIoU82 | 143 | |
| Object Detection | PASCAL VOC Novel Set 3 2007+2012 | mAP5063.7 | 139 | |
| Semantic Segmentation | Pascal VOC 2012 (val) | mIoU81.9 | 126 | |
| Multi-label Classification | PASCAL VOC 2007 (test) | mAP97.3 | 125 | |
| Semantic Segmentation | PASCAL VOC augmented (val) | mIoU81.46 | 122 | |
| Object Localization | PASCAL VOC 2007 (trainval) | CorLoc71.4 | 118 | |
| Multi-label Classification | Pascal-VOC (test) | Hamming Score83.74 | 112 | |
| Object Detection | PASCAL VOC Set 2 (novel) | AP5054.4 | 110 | |
| Semantic Segmentation | Pascal VOC (Original set) | mIoU91.3 | 105 | |
| Semantic Segmentation | Pascal VOC 20 | mIoU97.3 | 105 |
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