ScanObjectNN
Benchmarks
TaskDatasetSOTA resultTrendResults
ScanObjectNN OBJ_BG
98.97Accuracy
248
ScanObjectNN PB_T50_RS
94.83Accuracy
220
ScanObjectNN OBJ_ONLY
97.59Overall Accuracy
186
ScanObjectNN PB_T50_RS
90.63Overall Accuracy
100
ScanObjectNN PB_T50_RS
91OA
94
ScanObjectNN (test)
90.63Accuracy
92
ScanObjectNN PB_T50_RS (test)
90.01Overall Accuracy
91
ScanObjectNN OBJ_ONLY
94.2Overall Accuracy
83
ScanObjectNN
93.2OA
77
ScanObjectNN
97.2Accuracy
76
ScanObjectNN (PB_T50_RS)
95.4OA
72
ScanObjectNN OBJ_BG
95.18Overall Accuracy
66
ScanObjectNN
89.3Accuracy
56
ScanObjectNN OBJ-ONLY
92.75Overall Accuracy
52
ScanObjectNN OBJ-ONLY (test)
94.97Accuracy
49
ScanObjectNN PB-T50-RS
93.48Overall Accuracy
47
ScanObjectNN PB_T50_RS (test)
86.4OA
47
ScanObjectNN
94.18Accuracy (OBJ_ONLY)
46
ScanObjectNN OBJ_ONLY
82.9Adversarial Accuracy
45
ScanObjectNN OBJ-BG
95.2Top-1 Acc
42
ScanObjectNN PB-T50-RS official
93.87Accuracy
42
ScanObjectNN (test)
100ASR (%)
40
ScanObjectNN v1 (test)
100ASR
40
ScanObjectNN OBJ_ONLY variant
93.63Overall Accuracy
38
ScanObjectNN OBJ_BG variant
95.18Overall Accuracy
38