Update README.md

MissPenguin · Jan 20, 2021 · fe6ad25 · fe6ad25
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 ## Model list
 
-| Model | Field  | Description |
-| :--------------- | :--------: | :------------: |
-| [ppTSM](./recognition/pp-tsm.md) | video recognition| 基于时序移位的简单高效视频时空建模方法 |
-| [SlowFast](./recognition/slowfast.md) | video recognition| 3D高精度模型 |
-| [TSM](./recognition/tsm.md) | video recognition| 基于时序移位的简单高效视频时空建模方法 |
-| [TSN](./recognition/tsn.md) | video recognition| ECCV'16提出的基于2D-CNN经典解决方案 |
-| [Attention LSTM](./recognition/attention_lstm.md)  | video recognition| 常用序列模型，速度快精度高 |
-| [BMN](./localization/bmn.md) | action localization| 2019年ActivityNet夺冠方案 |
+| Field | Model | Config | Dataset | Metrics | ACC% | Download |
+| :--------------- | :--------: | :------------: | :------------: | :------------: | :------------: | :------------: |
+| action recgonition | [ppTSM](./recognition/pp-tsm.md) | [pptsm_k400.yaml](../../../configs/recognition/tsm/pptsm_k400.yaml) | [Kinetics-400](../dataset/k400.md) | Top-1 | 73.5 | [ppTSM.pdparams](https://videotag.bj.bcebos.com/PaddleVideo/ppTSM/ppTSM.pdparams) |
+| action recgonition | [SlowFast](./recognition/slowfast.md) | [slowfast.yaml](../../../configs/recognition/slowfast/slowfast.yaml) | [Kinetics-400](../dataset/k400.md) | Top-1 | 74.35 | [SlowFast.pdparams](https://videotag.bj.bcebos.com/PaddleVideo/SlowFast/SlowFast.pdparams) |
+| action recgonition | [TSM](./recognition/tsm.md) | [tsm.yaml](../../../configs/recognition/tsm/tsm.yaml)  | [Kinetics-400](../dataset/k400.md) | Top-1 | 70.0 | TODO |
+| action recgonition | [TSN](./recognition/tsn.md) | [tsn.yaml](../../../configs/recognition/tsn/tsn.yaml) | [Kinetics-400](../dataset/k400.md) | Top-1 | 67.0 | TODO |
+| action recgonition | [Attention LSTM](./recognition/attention_lstm.md) | [attention_lstm.yaml](../../../configs/recognition/attention_lstm/attention_lstm.yaml) | [Youtube-8M](../dataset/youtube8m.md) | Hit@1 | 89.0 | [AttentionLstm.pdparams](https://videotag.bj.bcebos.com/PaddleVideo/AttentionLstm/AttentionLstm.pdparams) |
+| action detection | [BMN](./localization/bmn.md) | [bmn.yaml](../../../configs/localization/bmn.yaml) | [ActivityNet](../dataset/ActivityNet.md) |  AUC | 67.0 | [BMN.pdparams](https://videotag.bj.bcebos.com/PaddleVideo/BMN/BMN.pdparams) |
 
 
 # Reference