Table 3:

Comparison of VidTr to other fast networks. We present the number of views used for evaluation and FLOPs required for each view. The latency denotes the total time required to get the reported top-1 score.¹

Model	Input	Res.	GFLOPs	Latency(ms)	top-1
TSM [37]	8fTSN	256	69	29	74.7
TEA [34]	16×4	256	70	-	76.1
3DEffi-B4 [18]	16×5	224	7	-	72.4
TEINet [39]	16×4	256	33	36	74.9
X3D-M [18]	16×5	224	5	40.9	74.6
X3D-L [18]	16×5	312	19	59.4	76.8
C-VidTr-S	8×8	224	39	17.5	75.7
C-VidTr-M	16×4	224	59	26.1	76.7