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Datasets/ModelNet40

ModelNet40

Benchmarks

3D/Classification Accuracy 3D/ModelNet40 (Average)3D/ModelNet40 (I)3D/ModelNet40 (C)3D/Mean AP 3D Classification/Classification Accuracy 3D Classification/ModelNet40 (Average)3D Classification/ModelNet40 (I)3D Classification/ModelNet40 (C)3D Object Classification/Classification Accuracy 3D Object Classification/ModelNet40 (Average)3D Object Classification/ModelNet40 (I)3D Object Classification/ModelNet40 (C)3D Point Cloud Classification/Overall Accuracy 3D Point Cloud Classification/Mean Accuracy 3D Point Cloud Classification/Number of params 3D Point Cloud Classification/FLOPs 3D Point Cloud Classification/Mean class accuracy 3D Point Cloud Classification/Classification Accuracy 3D Point Cloud Classification/ModelNet40 (Average)3D Point Cloud Classification/ModelNet40 (I)3D Point Cloud Classification/ModelNet40 (C)3D Point Cloud Classification/Accuracy (%)3D Point Cloud Linear Classification/Overall Accuracy 3D Point Cloud Reconstruction/Overall Accuracy 3D Point Cloud Reconstruction/Mean Accuracy 3D Point Cloud Reconstruction/Number of params 3D Point Cloud Reconstruction/FLOPs 3D Point Cloud Reconstruction/Mean class accuracy 3D Point Cloud Reconstruction/Classification Accuracy 3D Point Cloud Reconstruction/ModelNet40 (Average)3D Point Cloud Reconstruction/ModelNet40 (I)3D Point Cloud Reconstruction/ModelNet40 (C)3D Point Cloud Reconstruction/Accuracy (%)Generative 3D Object Classification/ModelNet40 (Average)Generative 3D Object Classification/ModelNet40 (I)Generative 3D Object Classification/ModelNet40 (C)Object Recognition/Accuracy Point Cloud Classification/Top-1 Accuracy(5-Way-1-Shot)Shape Representation Of 3D Point Clouds/Overall Accuracy Shape Representation Of 3D Point Clouds/Mean Accuracy Shape Representation Of 3D Point Clouds/Number of params Shape Representation Of 3D Point Clouds/FLOPs Shape Representation Of 3D Point Clouds/Mean class accuracy Shape Representation Of 3D Point Clouds/Classification Accuracy Shape Representation Of 3D Point Clouds/ModelNet40 (Average)Shape Representation Of 3D Point Clouds/ModelNet40 (I)Shape Representation Of 3D Point Clouds/ModelNet40 (C)Shape Representation Of 3D Point Clouds/Accuracy (%)Training-free 3D Point Cloud Classification/Accuracy (%)Training-free 3D Point Cloud Classification/Parameters Training-free 3D Point Cloud Classification/Need 3D Data?

Related Benchmarks

ModelNet40 10-way (10-shot)/3D Point Cloud Classification/Overall Accuracy ModelNet40 10-way (10-shot)/3D Point Cloud Classification/Standard Deviation ModelNet40 10-way (10-shot)/3D Point Cloud Reconstruction/Overall Accuracy ModelNet40 10-way (10-shot)/3D Point Cloud Reconstruction/Standard Deviation ModelNet40 10-way (10-shot)/Shape Representation Of 3D Point Clouds/Overall Accuracy ModelNet40 10-way (10-shot)/Shape Representation Of 3D Point Clouds/Standard Deviation ModelNet40 10-way (20-shot)/3D Point Cloud Classification/Overall Accuracy ModelNet40 10-way (20-shot)/3D Point Cloud Classification/Standard Deviation ModelNet40 10-way (20-shot)/3D Point Cloud Reconstruction/Overall Accuracy ModelNet40 10-way (20-shot)/3D Point Cloud Reconstruction/Standard Deviation ModelNet40 10-way (20-shot)/Shape Representation Of 3D Point Clouds/Overall Accuracy ModelNet40 10-way (20-shot)/Shape Representation Of 3D Point Clouds/Standard Deviation ModelNet40 5-way (10-shot)/3D Point Cloud Classification/Overall Accuracy ModelNet40 5-way (10-shot)/3D Point Cloud Classification/Standard Deviation ModelNet40 5-way (10-shot)/3D Point Cloud Reconstruction/Overall Accuracy ModelNet40 5-way (10-shot)/3D Point Cloud Reconstruction/Standard Deviation ModelNet40 5-way (10-shot)/Shape Representation Of 3D Point Clouds/Overall Accuracy ModelNet40 5-way (10-shot)/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)/Shape Representation Of 3D Point Clouds/Overall Accuracy ModelNet40 5-way (20-shot)/Shape Representation Of 3D Point Clouds/Standard Deviation ModelNet40-C/3D Point Cloud Classification/Error Rate ModelNet40-C/3D Point Cloud Reconstruction/Error Rate ModelNet40-C/Point Cloud Classification/Top-1 Accuracy(5-Way-1-Shot)ModelNet40-C/Shape Representation Of 3D Point Clouds/Error Rate

Statistics

Papers: 0
Benchmarks: 52

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Tasks

3D 3D Classification 3D Object Classification 3D Point Cloud Classification 3D Point Cloud Linear Classification 3D Point Cloud Reconstruction Generative 3D Object Classification Object Recognition Point Cloud Classification Shape Representation Of 3D Point Clouds Training-free 3D Point Cloud Classification