NYUD
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
NYUDV2 (test)
95delta1
12
NYUD v2 (evaluation)
55.8mIoU
12
NYUD v2 (val)
85.27ODS F-measure
11
NYUD HHA (test)
71.6ODS
11
NYUd 1 Frame v2
42.2Latency (ms)
10
NYUD v2
0.126Boundary Loss
10
NYUD2-DIR Many-shot 1.0
0.589RMSE
10
NYUD v2
0.502Mean IoU
10
NYUD 75% conflict (test)
56.6Recall
8
Conflict-NYUD 50% (test)
53.35Recall
8
NYUD 0% conflict (test)
52.86Recall
8
NYUD Conflict
55.59Precision (0%)
8
Conflict-NYUD 100% conflict
58.53F1 Score
8
NYUD 75% conflict
55.46F1-Score
8
Conflict-NYUD 50%
53.27F1 Score
8
Conflict-NYUD 0% conflict
53.5F1 Score
8
NYUD v2 (test)
5.8ΔSD (%)
8
NYUD v2 (test)
39.3Mean AP
8
NYUD v2
0Am
7
NYUDv2 4-class (test)
82.5Mean Accuracy
7
NYUd2 (test)
45.3mIoU
6
NYUd2 (test)
66.3mIoU
6
NYUD v2
46.33SemSeg Acc
5
NYUD v2 (test)
76.6Boundary Score
5
NYUD2-DIR Medium-shot
2.727NLL
5