Multi-task Learning
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
82.2mIoU (Semantic Segmentation)
89
Jun 4, 2026
1.75MR
43
Feb 26, 2026
60.22mIoU (Semantic Segmentation)
33
Jun 4, 2026
72.9SemSeg mIoU
32
Apr 28, 2026
403Delta m%
31
Feb 26, 2026
54.64mIoU
26
Mar 10, 2026
99.2Object Score
25
Jun 26, 2026
16.79Total Loss
20
Feb 26, 2026
4.52Total Loss
20
Feb 26, 2026
3.82Total Loss
20
Feb 26, 2026
48.38Total Loss
20
Feb 26, 2026
0.028Delta MADV (Adverse)
19
Feb 26, 2026
4.36Mean Relative Error (MR)
17
Apr 13, 2026
6.75Misclassification Rate (MR)
17
Apr 13, 2026
3Mean Rank (MR)
17
Mar 10, 2026
54.59Segmentation Score
14
Feb 26, 2026
0.135Age MAE
14
Feb 26, 2026
2.5MR
12
Mar 10, 2026
91.17Average Accuracy
12
Mar 9, 2026
9.92Average Error
10
Jun 4, 2026
97.53mIoU
10
Feb 26, 2026
82.99mIoU
10
Feb 26, 2026
32.43Inference Time (ms)
9
Feb 26, 2026
29.52Inference Time (ms)
9
Feb 26, 2026
-28.2Delta t1 (Semantic Segmentation)
9
Feb 26, 2026