SOTA 3D Classification benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
Objaverse LVIS	TAMM	Top-1 Acc59.5	61	1d ago
ScanObjectNN OBJ-BG	MVNet-L	Top-1 Acc95.2	42	1d ago
ScanObjectNN PB-T50-RS official	HybridNet	Accuracy93.87	42	3mo ago
ScanObjectNN OBJ-BG official	P3T	Accuracy96.4	37	1mo ago
ScanObjectNN OBJ_BG (test)	HybridNet	Accuracy95.84	36	3mo ago
ScanObjectNN	3DAlign-DAER	Top-1 Accuracy67	24	1mo ago
ScanObjectNN S-PB_T50_RS	Uni3D + BayesMM	Accuracy73.04	19	2mo ago
ScanObjectNN OBJ-ONLY official	Point-RAE	Accuracy93.63	13	3mo ago
3D Classification multi-view (test)	SplitNets CS	Top-1 Accuracy93.8	13	3mo ago
ScanObjectNN Scan-O (test)	KPConv	Accuracy85.3	12	15d ago
ModelNet40 Hard	PointMLP + JM3D	Top-1 Acc55	12	3mo ago
ModelNet40 Medium	PointMLP + JM3D	Top-1 Acc55.5	12	3mo ago
OmniObject3D SO(3) rotated (test)	RI-Mamba	Accuracy34.5	10	3mo ago
OmniObject3D canonical (test)	RI-Mamba	Accuracy34.4	10	3mo ago
ScanObjectNN (All)	PointBERT + JM3D	Top-1 Acc48.9	9	3mo ago
ModelNet40 (All)	PointMLP + JM3D	Top-1 Accuracy65.8	9	3mo ago
ScanObjectNN S-OBJ_ONLY	PointCLIP V2	Accuracy50.09	6	3mo ago
ModelNet with Mix3D	4DContrast + MinkowskiNet	Accuracy91.8	4	3mo ago
MedMNIST Fracture	FDIF	Balanced Accuracy69.21	3	2mo ago
MedMNIST Nodule		Balanced Accuracy85.12	3	2mo ago
MedMNIST Organ	FDIF	Balanced Accuracy96.52	3	2mo ago
MRNet	FDIF	Balanced Accuracy67.45	3	2mo ago
ScanObjectNN S-OBJ_BG	PointCLIP V2	Accuracy41.22	3	3mo ago
Hypersim (test)	TAMM	Overall Average Score62.6	2	3mo ago
Sim2Struct-100		Mean AUC-FSC0.071	1	3mo ago

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