Google Scanned Objects
Benchmarks
TaskDatasetSOTA resultTrendResults
Google Scanned Objects
24.09PSNR
15
Google Scanned Objects (GSO)
77.53CLIP Similarity
14
Google Scanned Objects Shoe (test)
31.24PSNR
9
Google Scanned Objects (GSO) orbiting views
0.101Chamfer Distance
7
Google Scanned Objects (GSO) orbiting views
18.561PSNR
7
Google Scanned Objects Elevation 30
0.9SSIM
7
Google Scanned Objects 15 degree elevation
0.9SSIM
7
Google Scanned Objects (GSO) (out-of-distribution)
23.169PSNR
5
Google Scanned Objects (test)
0.068CD
5
Google Scanned Objects (test)
0.42MMD (Shoe)
5
GSO (Google Scanned Objects)
20.69PSNR
4
Google Scanned Objects (GSO) 100 random shapes
21.04CD
4
Google Scanned Objects (GSO) all views
24.05PSNR
4
Google Scanned Objects Elevation 0
0.15LPIPS (AlexNet)
4
Google Scanned Objects (GSO) (100 instances randomly chosen)
19.53PSNR
3
Google Scanned Objects (GSO) random 100 shapes
23.15PSNR
3
Google Scanned Objects (test)
2.7Training Time (hrs)
3
Google Scanned Objects real-world experiment
71.6Stability
2