[BFCL] Leaderboard Update, 11/17/2024

[HuanzhiMao]

This PR updates the leaderboard to reflect the change in score due to the following PR merge:

1. [BFCL] Multi Turn Dataset and Possible Answer Fix (Base Category) #719
2. [BFCL] Multi Turn Dataset Fix (Function Doc) #722
3. [BFCL] Multi Turn Dataset Fix (Base Category) #723
4. [BFCL] Multi Turn Dataset Fix (Miss Func & Long Context) #728
5. [BFCL] Multi Turn Dataset Fix (Miss Param) #732
6. [BFCL] Update Eval Metric for Multi Turn Irrelevance Scenarios #725
7. [BFCL] Support Dynamic max_tokens for Locally-Hosted Models #712
8. [BFCL] Refine Evaluation Metric for Multi Turn Categories #733
9. [BFCL] Adding New Model GoGoAgent #720
10. Update google-cloud-aiplatform version to 1.72.0 #760
11. [BFCL] Remove Workaround Patch for Vertex AI Package #761
12. [BFCL] Remove Duplicate Line in record_cost_latency #767

[Fanjia-Yan]

LGTM

[CharlieJCJ]

![changes_heatmap](https://github.com/user-attachments/assets/ac3f1994-b6c0-4e4c-ae09-823a667562fc)
![multi_turn_acc_table_heatmap](https://github.com/user-attachments/assets/8b644f07-5c4e-4b14-9320-ee26ea507414)

DIFF of 11_9 and 10_21 versions.

Need to double-check the models that scores change a lot.

[CharlieJCJ]

TODO @CharlieJCJ: After #761 result generation, publish another DIFF graph.

[CharlieJCJ]

Updated heatmaps after human review and additions of #760 and #761

![changes_heatmap](https://github.com/user-attachments/assets/636f019b-2955-4e5b-936f-27a35d945fcc)
![multi_turn_acc_table_heatmap](https://github.com/user-attachments/assets/c2e4a391-727f-47e7-a8db-228f1b766d74)

cc @HuanzhiMao @Fanjia-Yan @ShishirPatil

[CharlieJCJ]

Also include non-live and live statistics here for more visibility on how gemini models' score changes due to #760 and #764

![non-live_ast_acc_table_heatmap](https://github.com/user-attachments/assets/e2c9214b-72ee-45d1-9136-fc6c08f46663)
![non-live_exec_acc_table_heatmap](https://github.com/user-attachments/assets/ef6660b0-4913-4745-997a-bfffc95b145f)
![live_acc_table_heatmap](https://github.com/user-attachments/assets/7bd4f645-9271-411e-9bc1-6e4641bdcb6a)

[CharlieJCJ]

And @HuanzhiMao can you update the date for the PR, since there are more recent PR that are included

[CharlieJCJ]

cc @HuanzhiMao @Fanjia-Yan @ShishirPatil

[CharlieJCJ]

LGTM