CASIA-B
Benchmarks
TaskDatasetSOTA resultTrendResults
CASIA-B NM (Normal) (NM#5-6 probe)
99.3Acc (54°)
80
CASIA-B CL (Coat) #1-2 (probe)
94.3Mean Accuracy
64
CASIA-B (test)
100Rank-1 Accuracy (NM)
54
CASIA-B BG (Bag) (BG#1-2 probe)
96.2Mean Accuracy
48
CASIA-B
100Recognition Rate (NM)
26
CASIA-B LT (74 subjects) NM#5-6 (probe)
97.2Rank-1 Accuracy (0°)
24
CASIA-B Bag Carrying (#1-2)
95.3Rank-1 Accuracy (0°)
15
CASIA-B (B-N)
44.1Rank-1
12
CASIA-B C-N
25.6Rank-1
12
CASIA-B C-C
68Rank-1 Acc
12
CASIA-B B-B
69.1Rank-1
12
CASIA-B N-N
84.8Rank-1
12
CASIA-B subjects 75-124 standard protocol (test)
99.52Rank-1 Accuracy (NM)
10
CASIA-B original (test)
98.3Accuracy (NM)
9
CASIA-B Large (train)
97Accuracy (NM)
8
CASIA-B Walking with Coat (CL)
84.5Rank-1 Acc
8
CASIA-B Walking with Bag (BG)
91.5Rank-1 Accuracy
8
CASIA-B Normal Walking (NM)
96.2Rank-1 Acc
8
CASIA-B re-processed (test)
96.5Accuracy (NM Condition)
7
CASIA-B
82.8Rank-1 Acc (N-N)
6
CASIA-B Walking with a Coat - CL #1-2 LT protocol (test last 50 subjects)
81.3Rank-1 Acc (0°)
6
CASIA-B Walking with a Bag - BG #1-2 last 50 subjects LT protocol (test)
94.9Rank-1 Acc (0°)
6
CASIA-B CL (test)
78.7Rank-1 Accuracy
5
CASIA-B BG (test)
91.5Rank-1 Acc
5
CASIA-B NM (test)
96.2Rank-1 Acc
5