HMDB
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
HMDB-51 (Split 2)
86.7Accuracy
11
HMDB 51 activities (test)
68.4Accuracy
11
HMDB51 5-way 3-shot
87.1Accuracy
10
HMDB-51 (3-split average)
86.11Mean Accuracy
10
HMDB-51 first split among three (test)
51Top-1 Accuracy
10
HMDB51
35.9Mean Class Accuracy
10
HMDB51
39.8Harmonic Mean Acc
10
HMDB 51 (test)
76.9Accuracy
10
HMDB51
48Accuracy
10
HMDB
84.53Mean Per-Class Accuracy
10
HMDB → UCF (target)
96.6Accuracy
10
HMDB51 50% labels (test)
55.6Top-1 Accuracy (Video-level)
9
HMDB-51
-0.02Delta-acc
9
HMDB51 1 (val)
48.8Top-1 Acc
9
PA-HMDB
70.1cMAP
9
UCF -> PA-HMDB (test)
43.6Top-1 Acc
9
HMDB51 40% labels (test)
51.8Top-1 Accuracy (Video-level)
8
HMDB51
85.17FS Accuracy
8
HMDB-51 (val)
62.4Top-1 Acc (K=2)
8
HMDB (test)
0.028ECE
8
HMDB (test)
67.02Accuracy
8
HMDB51 TruZe
33.2Mean Class Acc
8
HMDB51
33.8FPR
7
HMDB51 (Evaluation Protocol 1)
55.8Accuracy
7
HMDB51 5 x 5 stages
47.54CNN Accuracy
7