ScanNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ScanNet++ 0.3 compression ratio (test)
0.172LPIPS
8
ScanNet++ 0.1 compression ratio (test)
0.232LPIPS
8
ScanNet (test)
1.83BPP
8
ScanNet ➜ Replica 48 classes (test)
16.19mIoU
8
ScanNet v1 (val)
79.4mIoU
8
ScanNet v2
60.8Average Score
8
ScanNet unseen classes
4,370Mean AP25
8
ScanNet
55.4Accuracy
8
ScanNet
0.042Chamfer Distance (L1)
8
ScanNet V2 (val)
9.23mAP
8
ScanNet
80.3CLIP Score
8
ScanNet++ (val)
26.4mAP@0.25
8
ScanNet (test)
0.038Abs Rel
8
ScanNet novel views 8 (test)
22.401PSNR
8
ScanNet (in-domain)
0.041Abs Rel
8
ScanNet1500
0.69AOR
8
ScanNet V2
65.7AP
8
ScanNet Scene0616_00 (Interpolation)
24.362PSNR
8
ScanNet Scene0580_00 (Interpolation)
26.157PSNR
8
ScanNet Scene0084_00 (Interpolation)
28.004PSNR
8
ScanNet Scene0050_00 (Interpolation)
25.84PSNR
8
ScanNet Scene0616_00 (Extrapolation)
22.18PSNR
8
ScanNet Scene0580_00 (Extrapolation)
23.964PSNR
8
ScanNet Scene0084_00 (Extrapolation)
24.452PSNR
8
ScanNet Scene0050_00 (Extrapolation)
24.261PSNR
8