DL3DV
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
DL3DV
0.751mIoU
5
DL3DV 24 views
94.9AUC@5°
4
DL3DV 12 views
96.1AUC@5°
4
DL3DV-10K (Hard set)
0.271LPIPS
4
DL3DV-10K Easy set
0.192LPIPS
4
DL3DV Eval
69.3Abs Rel
4
DL3DV-Benchmark
0.67Absolute Relative Error
4
DL3DV 8 views (test)
20.92PSNR
4
DL3DV 100+ views 256 x 480 (In-domain)
28.89PSNR
4
DL3DV In-domain 100+ views 256 x 480
28.89PSNR
4
DL3DV Extrapolation (test)
21.16PSNR
4
DL3DV Interpolation (test)
20.95PSNR
4
DL3DV Benchmark
14.73PSNR
4
DL3DV
47.8Rotation AUC (10°)
4
DL3DV Dataset (test)
13.27Terr
4
DL3DV
62.89AP25
4
DL3DV 3view
16.37PSNR
4
DL3DV 1view
13.01PSNR
4
DL3DV-Edit-Bench (test)
0.266CLIP_t2i Score
4
DL3DV
75.1mIoU
4
DL3DV-10K 1K (test)
15.23PSNR
4
DL3DV
79.91FID (2.4K)
4
DL3DV 10K (test)
17.76PSNR
4
DL3DV-10K 1.0 (test)
93Rotation Accuracy @ 10° Threshold (R@10°)
3
DL3DV-Benchmark (304–439 frames)
1.16ATE (Normalized, %)
3