Method

F_{1_micro}

F_{1_macro}

Accuracy

Subaccuracy

C3D [39]

0.4383

0.3886

0.0557

0.0347

LSTM [40]

0.6780

0.5776

0.6667

0.2797

TSN [16]

0.7142

0.6142

0.7089

0.3482

Multi-stream [8]

0.8119

0.6683

0.7436

0.5213

STMV [35]

-

-

0.6322

0.5311

TSM [41]

-

-

0.7125

0.6032

ASRN [42]

0.8141

0.6766

0.7692

0.5259

MSGRM(Ours)

0.7945

0.6941

0.7924

0.5762