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ModelNet40 (Pretrained on ShapeNet)
ModelNet40 (Pretrained on ShapeNet)
Introduced 2022-12-10
The ModelNet40 zero-shot 3D classification performance of models pretrained on ShapeNet only.
Related Benchmarks
ModelNet40
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3D
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Classification Accuracy
ModelNet40
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3D
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Mean AP
ModelNet40
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3D
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ModelNet40 (Average)
ModelNet40
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3D
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ModelNet40 (C)
ModelNet40
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3D
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ModelNet40 (I)
ModelNet40
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3D Classification
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Classification Accuracy
ModelNet40
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3D Classification
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ModelNet40 (Average)
ModelNet40
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3D Classification
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ModelNet40 (C)
ModelNet40
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3D Classification
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ModelNet40 (I)
ModelNet40
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3D Object Classification
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Classification Accuracy
ModelNet40
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3D Object Classification
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ModelNet40 (Average)
ModelNet40
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3D Object Classification
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ModelNet40 (C)
ModelNet40
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3D Object Classification
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ModelNet40 (I)
ModelNet40
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3D Point Cloud Classification
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Accuracy (%)
ModelNet40
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3D Point Cloud Classification
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Classification Accuracy
ModelNet40
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3D Point Cloud Classification
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FLOPs
ModelNet40
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3D Point Cloud Classification
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Mean Accuracy
ModelNet40
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3D Point Cloud Classification
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Mean class accuracy
ModelNet40
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3D Point Cloud Classification
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ModelNet40 (Average)
ModelNet40
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3D Point Cloud Classification
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ModelNet40 (C)
ModelNet40
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3D Point Cloud Classification
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ModelNet40 (I)
ModelNet40
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3D Point Cloud Classification
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Number of params
ModelNet40
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3D Point Cloud Classification
/
Overall Accuracy
ModelNet40
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3D Point Cloud Linear Classification
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Overall Accuracy
ModelNet40
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3D Point Cloud Reconstruction
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Accuracy (%)
ModelNet40
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3D Point Cloud Reconstruction
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Classification Accuracy
ModelNet40
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3D Point Cloud Reconstruction
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FLOPs
ModelNet40
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3D Point Cloud Reconstruction
/
Mean Accuracy
ModelNet40
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3D Point Cloud Reconstruction
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Mean class accuracy
ModelNet40
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3D Point Cloud Reconstruction
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ModelNet40 (Average)
ModelNet40
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3D Point Cloud Reconstruction
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ModelNet40 (C)
ModelNet40
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3D Point Cloud Reconstruction
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ModelNet40 (I)
ModelNet40
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3D Point Cloud Reconstruction
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Number of params
ModelNet40
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3D Point Cloud Reconstruction
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Overall Accuracy
ModelNet40
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Generative 3D Object Classification
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ModelNet40 (Average)
ModelNet40
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Generative 3D Object Classification
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ModelNet40 (C)
ModelNet40
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Generative 3D Object Classification
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ModelNet40 (I)
ModelNet40
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Object Recognition
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Accuracy
ModelNet40
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Point Cloud Classification
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Top-1 Accuracy(5-Way-1-Shot)
ModelNet40
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Shape Representation Of 3D Point Clouds
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Accuracy (%)
ModelNet40
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Shape Representation Of 3D Point Clouds
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Classification Accuracy
ModelNet40
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Shape Representation Of 3D Point Clouds
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FLOPs
ModelNet40
/
Shape Representation Of 3D Point Clouds
/
Mean Accuracy
ModelNet40
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Shape Representation Of 3D Point Clouds
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Mean class accuracy
ModelNet40
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Shape Representation Of 3D Point Clouds
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ModelNet40 (Average)
ModelNet40
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Shape Representation Of 3D Point Clouds
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ModelNet40 (C)
ModelNet40
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Shape Representation Of 3D Point Clouds
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ModelNet40 (I)
ModelNet40
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Shape Representation Of 3D Point Clouds
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Number of params
ModelNet40
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Shape Representation Of 3D Point Clouds
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Overall Accuracy
ModelNet40
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Training-free 3D Point Cloud Classification
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Accuracy (%)
ModelNet40
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Training-free 3D Point Cloud Classification
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Need 3D Data?
ModelNet40
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Training-free 3D Point Cloud Classification
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Parameters
ModelNet40 10-way (10-shot)
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3D Point Cloud Classification
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Overall Accuracy
ModelNet40 10-way (10-shot)
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3D Point Cloud Classification
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Standard Deviation
ModelNet40 10-way (10-shot)
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3D Point Cloud Reconstruction
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Overall Accuracy
ModelNet40 10-way (10-shot)
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3D Point Cloud Reconstruction
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Standard Deviation
ModelNet40 10-way (10-shot)
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Shape Representation Of 3D Point Clouds
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Overall Accuracy
ModelNet40 10-way (10-shot)
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Shape Representation Of 3D Point Clouds
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Standard Deviation
ModelNet40 10-way (20-shot)
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3D Point Cloud Classification
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Overall Accuracy
ModelNet40 10-way (20-shot)
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3D Point Cloud Classification
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Standard Deviation
ModelNet40 10-way (20-shot)
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3D Point Cloud Reconstruction
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Overall Accuracy
ModelNet40 10-way (20-shot)
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3D Point Cloud Reconstruction
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Standard Deviation
ModelNet40 10-way (20-shot)
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Shape Representation Of 3D Point Clouds
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Overall Accuracy
ModelNet40 10-way (20-shot)
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Shape Representation Of 3D Point Clouds
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Standard Deviation
ModelNet40 5-way (10-shot)
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3D Point Cloud Classification
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Overall Accuracy
ModelNet40 5-way (10-shot)
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3D Point Cloud Classification
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Standard Deviation
ModelNet40 5-way (10-shot)
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3D Point Cloud Reconstruction
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Overall Accuracy
ModelNet40 5-way (10-shot)
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3D Point Cloud Reconstruction
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Standard Deviation
ModelNet40 5-way (10-shot)
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Shape Representation Of 3D Point Clouds
/
Overall Accuracy
ModelNet40 5-way (10-shot)
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Shape Representation Of 3D Point Clouds
/
Standard Deviation
ModelNet40 5-way (20-shot)
/
3D Point Cloud Classification
/
Overall Accuracy
ModelNet40 5-way (20-shot)
/
3D Point Cloud Classification
/
Standard Deviation
ModelNet40 5-way (20-shot)
/
3D Point Cloud Reconstruction
/
Overall Accuracy
ModelNet40 5-way (20-shot)
/
3D Point Cloud Reconstruction
/
Standard Deviation
ModelNet40 5-way (20-shot)
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Shape Representation Of 3D Point Clouds
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Overall Accuracy
ModelNet40 5-way (20-shot)
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Shape Representation Of 3D Point Clouds
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Standard Deviation
ModelNet40-C
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3D Point Cloud Classification
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Error Rate
ModelNet40-C
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3D Point Cloud Reconstruction
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Error Rate
ModelNet40-C
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Point Cloud Classification
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Top-1 Accuracy(5-Way-1-Shot)
ModelNet40-C
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Shape Representation Of 3D Point Clouds
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Error Rate