update docs for VDC and MovieChat (#359)

* Update README.md

* add comment for VDC and MovieChat

README.md

@@ -19,7 +19,8 @@
 ---
 
 ## Annoucement
-- [2024-09]  🎉🎉 We welcome the new tasks [MMSearch](https://mmsearch.github.io/) and [MME-RealWorld](https://mme-realworld.github.io/) for inference acceleration
+- [2024-10] 🎉🎉 We welcome the new tasks [VDC](https://rese1f.github.io/aurora-web/) for video detailed captioning and [MovieChat-1K](https://rese1f.github.io/MovieChat/) for long-form video understanding. We also welcome the two video-lmms baselines [AuroraCap](https://github.com/rese1f/aurora) and [MovieChat](https://github.com/rese1f/MovieChat).
+- [2024-09] 🎉🎉 We welcome the new tasks [MMSearch](https://mmsearch.github.io/) and [MME-RealWorld](https://mme-realworld.github.io/) for inference acceleration
 - [2024-09] ⚙️️⚙️️️️ We upgrade `lmms-eval` to `0.2.3` with more tasks and features. We support a compact set of language tasks evaluations (code credit to [lm-evaluation-harness](https://github.com/EleutherAI/lm-evaluation-harness)), and we remove the registration logic at start (for all models and tasks) to reduce the overhead. Now `lmms-eval` only launches necessary tasks/models. Please check the [release notes](https://github.com/EvolvingLMMs-Lab/lmms-eval/releases/tag/v0.2.3) for more details.
 - [2024-08] 🎉🎉 We welcome the new model [LLaVA-OneVision](https://huggingface.co/papers/2408.03326), [Mantis](https://github.com/EvolvingLMMs-Lab/lmms-eval/pull/162), new tasks [MVBench](https://huggingface.co/datasets/OpenGVLab/MVBench), [LongVideoBench](https://github.com/EvolvingLMMs-Lab/lmms-eval/pull/117), [MMStar](https://github.com/EvolvingLMMs-Lab/lmms-eval/pull/158). We provide new feature of SGlang Runtime API for llava-onevision model, please refer the [doc](https://github.com/EvolvingLMMs-Lab/lmms-eval/blob/main/docs/commands.md) for inference acceleration
 - [2024-07] 🎉🎉 We have released the [technical report](https://arxiv.org/abs/2407.12772) and [LiveBench](https://huggingface.co/spaces/lmms-lab/LiveBench)! 

docs/current_tasks.md

@@ -216,6 +216,9 @@
   - egoschema_subset_mcppl
   - egoschema_subset
 - [LongVideoBench](https://github.com/longvideobench/LongVideoBench)
+- [MovieChat](https://github.com/rese1f/MovieChat) (moviechat)
+  - Global Mode for entire video (moviechat_global)
+  - Breakpoint Mode for specific moments (moviechat_breakpoint)
 - [MLVU](https://github.com/JUNJIE99/MLVU) (mlvu)
 - [MMT-Bench](https://mmt-bench.github.io/) (mmt)
   - MMT Validation (mmt_val)
@@ -292,11 +295,8 @@
 
 - [YouCook2](http://youcook2.eecs.umich.edu/) (youcook2_val)
 
-- [MovieChat](https://github.com/rese1f/MovieChat) (moviechat)
-  - MovieChat Global Model (moviechat_global)
-  - MovieChat Breakpoint Model (moviechat_breakpoint)
-
 - [VDC](https://github.com/rese1f/aurora) (vdc)
+  - VDC Detailed Caption (detailed_test)
   - VDC Camera Caption (camera_test)
   - VDC Short Caption (short_test)
   - VDC Background Caption (background_test)