DL3DV
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
DL3DV (test)
16.94PSNR
6
DL3DV (Out-Of-Domain)
19.57PSNR
6
DL3DV-10K
52.1mIoU
6
DL3DV-140
9.73FID
6
DL3DV-10K
30.21PSNR
6
DL3DV 128 views high-resolution (960 × 540)
29.43PSNR
6
DL3DV high-resolution (960 × 540) (64 views)
27.73PSNR
6
DL3DV 32 views high-resolution (960 × 540)
25.96PSNR
6
DL3DV 16 views high-resolution (960 × 540)
23.76PSNR
6
DL3DV-10K (30K iterations)
11.4Training Time (min)
6
DL3DV-10K 7K iterations
2.1Training Time (min)
6
DL3DV-10K
30.47PSNR
6
DL3DV
72RPA @ 5 deg
6
DL3DV high-resolution
24.411PSNR
6
DL3DV 28
27.073PSNR
5
DL3DV 24 views (test)
0.31Chamfer Distance
5
DL3DV 12 views (test)
0.323Chamfer Distance (CD)
5
DL3DV 6 views (test)
0.613Chamfer Distance (CD)
5
DL3DV
19.02PSNR
5
DL3DV-140 (test)
91.86mRRA@30
5
DL3DV-10K (test)
22.8Overall FID
5
DL3DV OVS
0.003Inference Time (s)
5
DL3DV
71IoU
5
DL3DV-BLUR proposed
17.48PSNR (3-view)
5
DL3DV-10K
14.9PSNR
5