DL3DV
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
DL3DV-Benchmark (test)
11.209FID
8
DL3DV S
13.07PSNR
8
DL3DV Cross-dataset from CO3D-Hydrant
0.336LPIPS
8
DL3DV (in-domain)
25.75PSNR
8
DL3DV 6 views
96.7AUC@5°
7
DL3DV
15.42PSNR
7
DL3DV
17.47PSNR
7
DL3DV (test)
0.381LPIPS (P)
7
DL3DV 36 views
22.07PSNR
7
DL3DV
78.213D Consistency
7
DL3DV-10K
17.19PSNR
7
DL3DV
24.68PSNR
7
DL3DV 160 samples subset 10K (val)
0.984CLIP Consistency
7
DL3DV 16 input views
23.51PSNR
7
DL3DV 270v views
21.866PSNR
7
DL3DV 180v views
22.28PSNR
7
DL3DV 90v views
22.408PSNR
7
DL3DV-10K
19.37PSNR
6
DL3DV-10K (test)
16.5PSNR
6
DL3DV
19.83PSNR
6
DL3DV (test)
47.9Return LPIPS
6
DL3DV
24.19PSNR
6
DL3DV ReasonMatch-Bench high-divergence samples
94.3Precision
6
DL3DV limited camera motion (test)
69.05FID
6
DL3DV extensive camera motion (test)
113.11FID
6