Action Detection on AVA v2.1 (train/val)
27.4mAPLFB, R101+NL
Evaluation Results
| Method | Links | |
|---|---|---|
| LFB, R101+NLSingle Stage=false, Input=V, Pretrain=K4002019.11 | 27.4 | |
| SlowFast, R101, 8x8Single Stage=false, Input=V, Pretrain=K4002019.11 | 26.3 | |
| Action Transformer, I3DSingle Stage=false, Input=V, Pretrain=K4002019.11 | 25 | |
| RTPRSingle Stage=false, Input=V+F, Pretrain=ImageNet2019.11 | 22.3 | |
| YOWO+LFB*Single Stage=true, Input=V, Pretrain=K400, Causal=false2019.11 | 19.2 | |
| STEP, I3DSingle Stage=false, Input=V+F, Pretrain=K4002019.11 | 18.6 | |
| YOWO (32-frame)Single Stage=true, Input=V, Pretrain=K4002019.11 | 18.3 | |
| ACRN, S3DSingle Stage=false, Input=V+F, Pretrain=K4002019.11 | 17.4 | |
| YOWO (16-frame)Single Stage=true, Input=V, Pretrain=K4002019.11 | 17.2 | |
| YOWO (8-frame)Single Stage=true, Input=V, Pretrain=K4002019.11 | 15.7 | |
| I3DSingle Stage=false, Input=V+F, Pretrain=K4002019.11 | 15.6 |