Checking general demo (#126)

* Init todo

* Evaluation & dataset

* Generate new data

* dataset generation

* add the result

* Analysis

* Factor update

* Updates

* Reformat analysis.py

* CI fix

* Further Optimised Model Workflow by Incorporating Feedbacks on Exp Task Card

* Rebasing To build the extraction & implementation demo

* Revised for clean code

* Revised further to show "Knowledge"

* Revised to make model_research_copilot better

* Further Optimised Model Workflow by Incorporating Feedbacks on Exp Task Card

* Rebasing To build the extraction & implementation demo

* Revised for clean code

* Revised further to show "Knowledge"

* Revised to make model_research_copilot better

---------

Co-authored-by: Young <afe.young@gmail.com>
Co-authored-by: Taozhi Wang <taozhi.mark.wang@gmail.com>
Co-authored-by: you-n-g <you-n-g@users.noreply.github.com>
Co-authored-by: cyncyw <47289405+taozhiwang@users.noreply.github.com>

rdagent/components/benchmark/eval_method.py

@@ -30,6 +30,11 @@ EVAL_RES = Dict[
 ]
 
 
+EVAL_RES = Dict[
+    str,
+    List[Tuple[FactorEvaluator, Union[object, RunnerException]]],
+]
+
 class TestCase:
     def __init__(
         self,