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CASIA-B

Benchmarks

Task NameDataset NameSOTA ResultTrend
Gait RecognitionCASIA-B NM (Normal) (NM#5-6 probe)
Acc (54°)99.3
72
Gait RecognitionCASIA-B CL (Coat) #1-2 (probe)
Mean Accuracy94.3
64
Gait RecognitionCASIA-B BG (Bag) (BG#1-2 probe)
Mean Accuracy96.2
48
Gait RecognitionCASIA-B (test)
Rank-1 Accuracy (NM)100
44
Gait RecognitionCASIA-B
Recognition Rate (NM)100
18
Gait RecognitionCASIA-B Bag Carrying (#1-2)
Rank-1 Accuracy (0°)95.3
15
Person Re-IdentificationCASIA-B (B-N)
Rank-144.1
12
Person Re-IdentificationCASIA-B C-N
Rank-125.6
12
Person Re-IdentificationCASIA-B C-C
Rank-1 Acc68
12
Person Re-IdentificationCASIA-B B-B
Rank-169.1
12
Person Re-IdentificationCASIA-B N-N
Rank-184.8
12
Gait RecognitionCASIA-B LT (74 subjects) NM#5-6 (probe)
Rank-1 Accuracy (0°)97.2
11
Gait RecognitionCASIA-B original (test)
Accuracy (NM)98.3
9
Gait RecognitionCASIA-B Walking with Coat (CL)
Rank-1 Acc84.5
8
Gait RecognitionCASIA-B Walking with Bag (BG)
Rank-1 Accuracy91.5
8
Gait RecognitionCASIA-B Normal Walking (NM)
Rank-1 Acc96.2
8
Gait RecognitionCASIA-B re-processed (test)
Accuracy (NM Condition)96.5
7
Person re-identificationCASIA-B
Rank-1 Acc (N-N)82.8
6
Gait RecognitionCASIA-B Walking with a Coat - CL #1-2 LT protocol (test last 50 subjects)
Rank-1 Acc (0°)81.3
6
Gait RecognitionCASIA-B Walking with a Bag - BG #1-2 last 50 subjects LT protocol (test)
Rank-1 Acc (0°)94.9
6
Gait RecognitionCASIA-B CL (test)
Rank-1 Accuracy78.7
5
Gait RecognitionCASIA-B BG (test)
Rank-1 Acc91.5
5
Gait RecognitionCASIA-B NM (test)
Rank-1 Acc96.2
5
Gait RecognitionCASIA-B (within-domain)
Accuracy (NM)100
5
Gait RecognitionCASIA-B LT 74 subjects CL#1-2 (probe)
Rank-1 Accuracy (0°)78.9
5
Showing 25 of 31 rows