Our new X account is live! Follow @wizwand_team for updates
WorkDL logo mark

Objaverse

Benchmarks

Task NameDataset NameSOTA ResultTrend
3D Object ClassificationObjaverse-LVIS (test)
Top-1 Accuracy83.1
95
3D CaptioningObjaverse (test)
S-BERT Score100
28
Object RecognitionObjaverse-LVIS
Top-1 Acc53.7
25
3D Object ClassificationObjaverse
Average Accuracy60.25
19
3D Object ClassificationObjaverse LVIS 10 (test)
Top-1 Acc50.7
19
3D ClassificationObjaverse LVIS
Top-1 Acc59.5
19
3D-Text RetrievalObjaverse-LVIS 1.0 (test)
CLIP Top-5 Retrieval85.6
15
3D-Text MatchingObjaverse-LVIS 1.0 (test)
CLIP Matching Accuracy67.6
15
Novel view synthesisObjaverse (test)
PSNR27.59
14
4D Mesh ReconstructionObjaverse (test)
CD0.0786
13
Text-to-3D GenerationObjaverse
CLIP Score30.56
12
Text-to-3DObjaverse 1.0 (test)
CLIP Score81.6
11
Image-conditioned 3D GenerationObjaverse (test)
FID19.93
10
3D Object CaptioningObjaverse
GPT-4 Performance Score57.06
10
Active object reconstructionObjaverse views (test)
PSNR (Avg)27
9
3D ReconstructionObjaverse (test)
PSNR28.75
9
3D RecognitionObjaverse (test)
Accuracy54.5
9
Active ReconstructionObjaverse specular objects (test)
PSNR (Average)30.29
8
Generative 3D Object ClassificationObjaverse
ASR (%)93.7
8
Object ClassificationObjaverse LVIS 1.0 (evaluation)
Top-1 Acc46.7
8
3D Appearance PersonalizationObjaverse-XL 30 pairs benchmark
ArtFID23.45
8
3D Question AnsweringObjaXL-LVIS 1K (test)
Accuracy27.6
8
3D Object Point CaptioningObjaverse LVIS XL (1K test)
BLEU-132.2
8
3D Material Refinement PreferenceObjaverse
GPT Evaluation Score84.8
8
3D-Image RetrievalObjaverse LVIS
R@154.11
8
Showing 25 of 72 rows