ScanObjectNN
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ScanObjectNN OBJ-BG official
96.4Accuracy
37
ScanObjectNN
68.7Top-1 Accuracy
37
ScanObjectNN OBJ_BG (test)
95.84Accuracy
36
ScanObjectNN
90.63Accuracy
35
ScanObjectNN OBJ_BG (test)
94.49Top-1 Accuracy
35
ScanObjectNN (test)
83.66Clean Accuracy
30
ScanObjectNN PB
89.7Accuracy
29
ScanObjectNN OBJ_ONLY v1.0
96.6Accuracy
29
ScanObjectNN OBJ_BG v1.0
97.2Accuracy
29
ScanObjectNN fully-supervised (PB)
92.8Overall Accuracy (OA)
28
ScanObjectNN OBJ_BG v1
95.18Overall Accuracy
27
ScanObjectNN OBJ_ONLY
86.2Accuracy (Additive)
26
ScanObjectNN Clean (test)
87.8Accuracy (%)
26
ScanObjectNN PB_T50_RS v1.0
90.63Accuracy
26
ScanObjectNN PB_T50_RS (FULL Protocol)
90.63Accuracy
25
ScanObjectNN (SONN) PB_T50_RS (test)
88.6OA
25
ScanObjectNN fully-supervised (BG)
94.9Overall Accuracy (OA)
24
ScanObjectNN
67Top-1 Accuracy
24
ScanObjectNN-C
132.8RmCE
24
ScanObjectNN ONLY
93.5Accuracy
23
ScanObjectNN OBJ_ONLY FULL Protocol
93.63Accuracy
23
ScanObjectNN OBJ_BG (FULL Protocol)
95.35Accuracy
23
ScanObjectNN OBJ_ONLY (test)
92.94Accuracy
21
ScanObjectNN Object & Background 1.0
93.29Accuracy
21
ScanObjectNN OBJ_ONLY (test)
89.7Overall Accuracy
21