Trans10K
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Semantic Segmentation | Trans10K v2 (test) | mIoU81.37 | 104 | |
| Semantic Segmentation | Trans10K v2 | Accuracy95.01 | 27 | |
| Glass-like Object Segmentation | Trans10k (test) | mIoU90.28 | 12 | |
| Glass Segmentation | Trans10K-Stuff | IoU95.1 | 10 | |
| Semantic Segmentation | Trans10k | mIoU89.91 | 9 | |
| Instance Segmentation | Trans10k | Mask mAP@.5085.1 | 9 | |
| Object Detection | Trans10k | Box mAP@.5085.2 | 9 | |
| Meta-Measure 4 (Structural Sensitivity - Dilate) | Trans10K | Error Rate14 | 7 | |
| Meta-Measure 4 (Structural Sensitivity - Erode) | Trans10K | Error Rate29 | 7 | |
| Meta-Measure 3 (Noise Sensitivity) | Trans10K | Error Rate0.01 | 7 | |
| Meta-Measure 2 (Ground-Truth Switch) | Trans10K | Error Rate3 | 7 | |
| Transparent Object Segmentation | Trans10K hard | M Score0.568 | 7 |
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