Method

F_{1_micro}

F_{1_macro}

Accuracy

Subaccuracy

C3D [39]

0.3958

0.3018

0.5568

0.1451

LSTM [39]

0.4714

0.4193

0.6547

0.3792

TSN [16]

0.6034

0.4894

0.5412

0.3045

Multi-stream [8]

0.7019

0.6383

0.6136

0.5291

STMV [35]

-

-

0.7535

0.5249

TSM [41]

-

-

0.8274

0.5936

ASRN [42]

0.7353

0.6812

0.6722

0.5392

MSGRM (Ours)

0.7124

0.6725

0.7756

0.5824