data set method 𝑚𝐴/𝐴𝑡𝑜𝑝1%a
𝛥(A)%
UCF101 TSN (2016) [3] 94.0
-
TSM (2019) [13] 94.5
+0.5
TEA (2020) [14] 96.9
+2.9
This paper 96.8
+2.8
HMDB51 TSN (2016) [3] 68.5
-
TSM (2019) [13] 70.7
+2.2
TEA (2020) [14] 73.3
+4.8
This paper 73.5
+5.0
Kinetics-400 TSN (2016) [3] 72.5
-
TSM (2019) [13] 74.7
+2.2
TEA (2020) [14] 76.1
+3.6
This paper 77.2
+4.7
SSV1 TSN (2016) [3] 19.7
-
TSM (2019) [13] 44.8
+25.1
TEA (2020) [14] 51.9
+32.2
This paper 53.5
+33.8