HMDB51
Benchmarks
TaskDatasetSOTA resultTrendResults
HMDB51
44.75Top-1 Acc
30
HMDB51 5-shot
90.6Accuracy
27
HMDB51 (test)
59Accuracy
25
HMDB51 1.0 (fine-tuned)
72.8Accuracy
16
HMDB51 (full)
90.1Top-1 Accuracy
15
HMDB51 (40% labels)
42.1Accuracy
13
HMDB51 vs OOD Average
17.96FPR@95
12
HMDB51 (Evaluation Protocol 2)
64Accuracy
12
HMDB51
36.52AURC
11
HMDB51 v1 (test)
79.7Accuracy
11
HMDB51 (average of three splits)
38.64Avg Accuracy
9
HMDB51 (split-1)
30.8Recall@1
8
HMDB51 1 x 25 stages
42.65CNN Accuracy
7
HMDB51
47.54CNN Accuracy (5-way)
7
HMDB51
99.5Motion Score (MS)
6
HMDB51 OOD
62.86FPR@95
6
HMDB51-DVS (test)
52.47mAP (64-bit)
5
HMDB51 (test)
75.92FS Accuracy
4
HMDB51
84.7Accuracy
4
VP-HMDB51
76.4cMAP
3
VP-HMDB51
72.6Top-1 Accuracy
3
HMDB51 (12-39)
40.19Accuracy
3
HMDB51 v1 (test)
59.1Accuracy
2
HMDB51 2D Skeleton
69.4Top-1 Accuracy
2
HMDB51 (Even)
24.5Accuracy
2