SOTA 3D Classification benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
ScanObjectNN PB-T50-RS official	HybridNet	Accuracy93.87	42	1mo ago
ScanObjectNN OBJ_BG (test)	HybridNet	Accuracy95.84	36	1mo ago
ScanObjectNN OBJ-BG	MVNet-L	Top-1 Acc95.2	31	1mo ago
Objaverse LVIS	TAMM	Top-1 Acc59.5	19	1mo ago
ScanObjectNN S-PB_T50_RS	Uni3D + BayesMM	Accuracy73.04	19	25d ago
ScanObjectNN	SAGE-7B	Top-1 Accuracy65.8	15	1mo ago
ScanObjectNN OBJ-ONLY official	Point-RAE	Accuracy93.63	13	1mo ago
ScanObjectNN OBJ-BG official	Point-RAE	Accuracy95.53	13	1mo ago
3D Classification multi-view (test)	SplitNets CS	Top-1 Accuracy93.8	13	1mo ago
ModelNet40 Hard	PointMLP + JM3D	Top-1 Acc55	12	1mo ago
ModelNet40 Medium	PointMLP + JM3D	Top-1 Acc55.5	12	1mo ago
OmniObject3D SO(3) rotated (test)	RI-Mamba	Accuracy34.5	10	1mo ago
OmniObject3D canonical (test)	RI-Mamba	Accuracy34.4	10	1mo ago
ScanObjectNN (All)	PointBERT + JM3D	Top-1 Acc48.9	9	1mo ago
ModelNet40 (All)	PointMLP + JM3D	Top-1 Accuracy65.8	9	1mo ago
ScanObjectNN S-OBJ_ONLY	PointCLIP V2	Accuracy50.09	6	1mo ago
ModelNet with Mix3D	4DContrast + MinkowskiNet	Accuracy91.8	4	1mo ago
MedMNIST Fracture	FDIF	Balanced Accuracy69.21	3	24d ago
MedMNIST Nodule		Balanced Accuracy85.12	3	24d ago
MedMNIST Organ	FDIF	Balanced Accuracy96.52	3	24d ago
MRNet	FDIF	Balanced Accuracy67.45	3	24d ago
ScanObjectNN S-OBJ_BG	PointCLIP V2	Accuracy41.22	3	1mo ago
Hypersim (test)	TAMM	Overall Average Score62.6	2	1mo ago
Sim2Struct-100		Mean AUC-FSC0.071	1	1mo ago
Sim2Struct-10		AUC-FSC Mean20.4	1	1mo ago

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