Objaverse
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Objaverse 1.0 (val)
24.685PSNR
7
Objaverse
26.39PSNR
6
Objaverse 350 (mesh, prompt) pairs
161.63FID
6
Objaverse-XL
0.015RPE-T
6
Objaverse (test)
2.022Shaded Image FID-CLIP
6
Objaverse 1M subset XL
48.5Recall@1
6
Objaverse holdout (test)
0.105Chamfer Distance
6
Objaverse LVIS-annotated (test)
5.432FID
6
Objaverse (unseen samples)
28.32PSNR
6
Objaverse
5.1Diversity (Avg)
6
Objaverse
27.7AGS
6
Objaverse
48.4AGS
6
Objaverse 4,000 IDs (test)
73.27GPT-4 Score
6
Objaverse 4,000 object IDs (test)
78.01GPT-4 Score
6
Objaverse-XL (test)
0.098MPJPE
6
Objaverse-XL (30 reference shapes)
0.006KID
6
Objaverse (test)
0.931CLIP-I
6
Objaverse-4D Synthesized scenes (24 examples)
65.4Overall Quality
6
Objaverse Household (12 classes)
1.213RS dgIoU
5
Objaverse
0.1NE (per mille)
5
Objaverse captioning
5.06BLEU-1
5
Objaverse-LVIS All
62.02Validity@1
5
Objaverse
3.84MPJPE (cm)
5
Objaverse full observation
31.91PSNR
5
Objaverse
29.92PSNR
5