Synthetic dataset
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Synthetic dataset (test)
6.52MAE
6
Synthetic dataset
21.255PSNR
6
Synthetic dataset
0.186MAE
5
Synthetic dataset
0.016RMSE
5
Synthetic Dataset D3
63Mean Anomaly Agreement Score
5
Synthetic Dataset D2
82.4Mean Anomaly Agreement Score
5
Synthetic Dataset D1
81.3Mean Anomaly Agreement Score
5
synthetic dataset
1.12MEDE (mm)
5
Synthetic dataset DA3 mixed clusters
5.558Tk Index
5
Synthetic Dataset Exp C - Realistic
1.897Mean Rank (Frontal)
5
Synthetic Dataset Exp B - Landm. Noise
1.502Mean Rank (Frontal)
5
Synthetic Dataset Exp A - Ideal
1.18Mean Rank (Frontal)
5
synthetic dataset
46.2Success Rate
5
Synthetic Dataset Design Spiked, m=1000, n=500
0.047FDR
5
Synthetic Dataset Design t(3), m=1000, n=500
4FDR
5
Synthetic Dataset Design N(0,1), m=1000, n=500
0.06FDR
5
Synthetic dataset
100Success Rate (SR)
5
Synthetic dataset (offline)
99SR
5
Synthetic Dataset
0.251R^2 (10%)
5
Synthetic Dataset (test)
0.205Per-frame Chamfer Distance
5
Synthetic dataset (test)
0CD
5
Synthetic dataset (test)
37.69Aligned PSNR
5
Synthetic dataset (test)
-3.57NLPD
5
Synthetic dataset optimization views
34.267PSNR
5
Synthetic dataset novel views
25.046PSNR
5