# Supplementary Material: Video Comparisons

This directory contains video comparisons for our work.

### 1. Ablation Study on the Agentic Reasoning Module

-   **Files:** `1_reasoning_comparison_*.mp4`
-   **Description:** These videos demonstrate the impact of our proposed agentic reasoning module by comparing the model's performance with and without it.

### 2. Effectiveness of the PLF Module

-   **Files:** `2_plf_comparison_1.mp4`, `2_plf_comparison_2.mp4`, `2_plf_comparison_combined.mp4`
-   **Description:** This video visualizes the effectiveness of the PLF (Pseudo Last Frame) module by showing a side-by-side comparison of the model with and without PLF.

### 3. Comparison with Recent Methods

-   **Files:** `3.combined_comparison_with _recent_methods_*.mp4`
-   **Description:** These videos provide a qualitative comparison with recent state-of-the-art methods. To facilitate comparison, we have standardized the output dimensions and frame rates of the different methods. Please note that some methods, such as OmniAvatar, may exhibit minor lip-sync latency that is less apparent when videos are viewed individually.

### 4. Effectiveness of MM-Warmup

-   **Files:** `4.no_warmup__VS__full_model.mp4`
-   **Description:** This video visualizes the effectiveness of the MM-Warmup strategy.

#### 5. Full System Prompt for Planner MLLM
-   **Files:** `5_system_prompt_planner.txt`
-   **Description:** This document contains the complete system prompt for the Planner MLLM, which was omitted from the paper for brevity.

#### 6. Video Results
-   **Files:** `6_video_results`
-   **Description:** This folder contains a few video examples, which are also available on our project page.