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SotA/Computer Vision/Shape Representation Of 3D Point Clouds

Shape Representation Of 3D Point Clouds

45 benchmarks0 papers

Benchmarks

Shape Representation Of 3D Point Clouds on ModelNet40

Overall AccuracyMean AccuracyAccuracy (%)Classification AccuracyModelNet40 (Average)ModelNet40 (I)ModelNet40 (C)Mean class accuracyNumber of paramsFLOPs

Shape Representation Of 3D Point Clouds on ScanObjectNN

Overall AccuracyMean AccuracyOBJ-BG (OA)OBJ-ONLY (OA)Overall Accuracy (PB_T50_RS)Number of params (M)GFLOPsOBJ_ONLY Accuracy(%)OBJ_BG Accuracy(%)PB_T50_RS Accuracy (%)FLOPsNumber of params

Shape Representation Of 3D Point Clouds on ModelNet40 10-way (10-shot)

Overall AccuracyStandard Deviation

Shape Representation Of 3D Point Clouds on ModelNet40 10-way (20-shot)

Overall AccuracyStandard Deviation

Shape Representation Of 3D Point Clouds on ModelNet40 5-way (10-shot)

Overall AccuracyStandard Deviation

Shape Representation Of 3D Point Clouds on ModelNet40 5-way (20-shot)

Overall AccuracyStandard Deviation

Shape Representation Of 3D Point Clouds on ModelNet40-C

Error Rate

Shape Representation Of 3D Point Clouds on IntrA

F1 score (5-fold)

Shape Representation Of 3D Point Clouds on Objaverse

Objaverse (Average)Objaverse (I)Objaverse (C)

Shape Representation Of 3D Point Clouds on ModelNet10

AccuracyAccuracy (%)

Shape Representation Of 3D Point Clouds on ScanObjectNN 10-way (10-shot)

Overall Accuracy

Shape Representation Of 3D Point Clouds on Sydney Urban Objects

F1

Shape Representation Of 3D Point Clouds on 3R-Scan

Top-10 AccuracyTop-5 Accuracy

Shape Representation Of 3D Point Clouds on Remote Flash LiDAR Vehicles Dataset

mean average precision

Shape Representation Of 3D Point Clouds on ScanObjectNN 10-way (20-shot)

Overall Accuracy

Shape Representation Of 3D Point Clouds on ScanObjectNN 5-way (10-shot)

Overall Accuracy

Shape Representation Of 3D Point Clouds on ScanObjectNN 5-way (20-shot)

Overall Accuracy