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ResearchFormerly WizWand

Action Detection on AVA v2.1 (train/val)

27.4mAPLFB, R101+NL
15.12818.31421.524.686Nov 15, 2019
Updated 8mo ago

Evaluation results

MethodLinks
LFB, R101+NLSingle Stage=false, Input=V, Pretrain=K4002019.1127.4
SlowFast, R101, 8x8Single Stage=false, Input=V, Pretrain=K4002019.1126.3
Action Transformer, I3DSingle Stage=false, Input=V, Pretrain=K4002019.1125
RTPRSingle Stage=false, Input=V+F, Pretrain=ImageNet2019.1122.3
YOWO+LFB*Single Stage=true, Input=V, Pretrain=K400, Causal=false2019.1119.2
STEP, I3DSingle Stage=false, Input=V+F, Pretrain=K4002019.1118.6
YOWO (32-frame)Single Stage=true, Input=V, Pretrain=K4002019.1118.3
ACRN, S3DSingle Stage=false, Input=V+F, Pretrain=K4002019.1117.4
YOWO (16-frame)Single Stage=true, Input=V, Pretrain=K4002019.1117.2
YOWO (8-frame)Single Stage=true, Input=V, Pretrain=K4002019.1115.7
I3DSingle Stage=false, Input=V+F, Pretrain=K4002019.1115.6