Multi-task Learning
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
1.791PMTL Score
8
Jun 16, 2026
90.9Normalized Performance
8
Apr 15, 2026
48.2Worst Performance
7
Jun 11, 2026
0.129L1 Loss
7
Apr 3, 2026
0.315L1 Loss
7
Apr 3, 2026
0Am
7
Feb 26, 2026
89.75Object Classification
7
Feb 26, 2026
81.56HV Score
7
Feb 26, 2026
0.01HV
7
Feb 26, 2026
3.7ΔT1
7
Feb 27, 2026
0.508Test Loss
6
Jun 4, 2026
89.06Accuracy (Domain A)
6
Feb 26, 2026
46.33SemSeg Acc
5
Feb 26, 2026
378.286HV
4
Jun 4, 2026
200Epochs
4
Feb 26, 2026
100Epochs
4
Feb 26, 2026
158.17Initialization Time
3
Jun 19, 2026
-13.37Delta (ASD)
3
Feb 26, 2026
-30.49Delta (ASD)
3
Feb 26, 2026
91Speed (fps)
3
Feb 26, 2026