dev(hansbug): add table content in README.md

README.md

@@ -148,14 +148,29 @@ For more quick start explanation and further usage, take a look at:
 
 ## Speed Performance
 
-Here is the speed performance of all the operations in `FastTreeValue`
+Here is the speed performance of all the operations in `FastTreeValue`, the following table is the performance comparison result with [dm-tree](https://github.com/deepmind/tree).
 
-|                                                     |     flatten      |  flatten(with path)  |          map          |   map(with path)    |
-| --------------------------------------------------- | :--------------: | :------------------: | :-------------------: | :-----------------: |
-| [treevalue](https://github.com/opendilab/treevalue) |       ---        | **511 ns ± 6.92 ns** | **3.16 µs ± 42.8 ns** | **1.58 µs ± 30 ns** |
-| [dm-tree](https://github.com/deepmind/tree)         | 830 ns ± 8.53 ns |   11.9 µs ± 358 ns   |   13.3 µs ± 87.2 ns   |  62.9 µs ± 2.26 µs  |
+|                                                     |     flatten      |  flatten(with path)   |        mapping        |     mapping(with path)      |
+| --------------------------------------------------- | :--------------: | :-------------------: | :-------------------: | :-------------------------: |
+| [treevalue](https://github.com/opendilab/treevalue) |       ---        | **511 ns ± 6.92 ns**  | **3.16 µs ± 42.8 ns** |     **1.58 µs ± 30 ns**     |
+|                                                     |   **flatten**    | **flatten_with_path** |   **map_structure**   | **map_structure_with_path** |
+| [dm-tree](https://github.com/deepmind/tree)         | 830 ns ± 8.53 ns |   11.9 µs ± 358 ns    |   13.3 µs ± 87.2 ns   |      62.9 µs ± 2.26 µs      |
 
+The following 2 tables are the performance comparison result with [jax pytree](https://github.com/google/jax).
 
+|                                                     |       mapping        |  mapping(with path)   |       flatten        |      unflatten       |    flatten_values    |     flatten_keys     |
+| --------------------------------------------------- | :------------------: | :-------------------: | :------------------: | :------------------: | :------------------: | :------------------: |
+| [treevalue](https://github.com/opendilab/treevalue) | **3.2 µs ± 85.5 ns** | **2.16 µs ± 123 ns**  | **515 ns ± 7.53 ns** | **601 ns ± 5.99 ns** | **301 ns ± 12.9 ns** | **451 ns ± 17.3 ns** |
+|                                                     |     **tree_map**     | **(Can not acheive)** |   **tree_flatten**   |  **tree_unflatten**  |   **tree_leaves**    |  **tree_structure**  |
+| [jax pytree](https://github.com/google/jax)         |   4.67 µs ± 184 ns   |          ---          |  1.29 µs ± 27.2 ns   |   742 ns ± 5.82 ns   |   1.29 µs ± 22 ns    |  1.27 µs ± 16.5 ns   |
+
+|                                                     |    flatten + all     |   flatten + reduce   | flatten + reduce(with init) | rise(given structure) | rise(automatic structure) |
+| --------------------------------------------------- | :------------------: | :------------------: | :-------------------------: | :-------------------: | :-----------------------: |
+| [treevalue](https://github.com/opendilab/treevalue) | **425 ns ± 9.33 ns** | **702 ns ± 5.93 ns** |    **793 ns ± 13.4 ns**     | **9.14 µs ± 129 ns**  |   **11.5 µs ± 182 ns**    |
+|                                                     |     **tree_all**     |   **tree_reduce**    | **tree_reduce(with init)**  |  **tree_transpose**   |   **(Can not acheive)**   |
+| [jax pytree](https://github.com/google/jax)         |   1.47 µs ± 37 ns    |  1.88 µs ± 27.2 ns   |      1.91 µs ± 47.4 ns      |    10 µs ± 117 ns     |            ---            |
+
+The following table is the performance comparison result with [tianshou Batch](https://github.com/thu-ml/tianshou).
 
 |                                                      |          get           |          set           |         init         |       deepcopy       |        stack         |          cat          |       split        |
 | ---------------------------------------------------- | :--------------------: | :--------------------: | :------------------: | :------------------: | :------------------: | :-------------------: | :----------------: |