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Objaverse

Benchmarks

Task NameDataset NameSOTA ResultTrend
3D Object ClassificationObjaverse-LVIS (test)
Top-1 Accuracy83.1
95
3D Object CaptioningObjaverse
Sentence-BERT Performance Score51.91
33
3D Object ClassificationObjaverse
Average Accuracy71
30
3D CaptioningObjaverse (test)
S-BERT Score100
28
Object RecognitionObjaverse-LVIS
Top-1 Acc53.7
25
3D Object ClassificationObjaverse LVIS 10 (test)
Top-1 Acc50.7
19
3D ClassificationObjaverse LVIS
Top-1 Acc59.5
19
3D Mesh GenerationObjaverse
Chamfer Distance0.009
18
3D Object RecognitionObjaverse-LVIS
Accuracy55.42
16
Tokenizer reconstructionObjaverse
CD (x10^-2)0.034
15
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
Text-guided visual synthesisObjaverse
FID36.07
14
Novel view synthesisObjaverse (test)
PSNR27.59
14
4D Mesh ReconstructionObjaverse (test)
CD0.0786
13
3D TokenizationObjaverse 128 watertight assets filtered via Step1X-3D
CD12.3
12
3D Object RecognitionObjaverse
GPT-4 Score58.48
12
Novel View SynthesisObjaverse
PSNR19.88
12
Text-to-3D GenerationObjaverse
CLIP Score30.56
12
Geometric reconstructionObjaverse PBR
Chamfer Distance82.49
11
Text-to-3DObjaverse 1.0 (test)
CLIP Score81.6
11
Pose OptimizationObjaverse
D5 Error0
10
Image-conditioned 3D GenerationObjaverse (test)
FID19.93
10
RelightingObjaverse
LPIPS0.0479
9
Active object reconstructionObjaverse views (test)
PSNR (Avg)27
9
Showing 25 of 96 rows