diff --git a/docs/source/reference/multimodal-feature-support-matrix.md b/docs/source/reference/multimodal-feature-support-matrix.md
index bb5175c9da9..ed6db116f31 100644
--- a/docs/source/reference/multimodal-feature-support-matrix.md
+++ b/docs/source/reference/multimodal-feature-support-matrix.md
@@ -1,13 +1,13 @@
 # Multimodal Feature Support Matrix (PyTorch Backend)
 
-| Model              | CUDA Graph | Encoder IFB         | KV Cache Reuse | Chunked Prefill |
-| :----------------- | :--------- | :------------------ | :------------- | :-------------- |
-| Gemma 3            | Yes        | Yes                 | No             | No              |
-| HyperCLOVA         | Yes        | Yes                 | No             | No              |
-| VILA               | Yes        | No                  | No             | No              |
-| LLaVA-NeXT         | Yes        | Yes                 | No             | No              |
-| Llama 4            | Yes        | No                  | No             | No              |
-| Mistral-Small-3.1  | Yes        | Yes                 | No             | No              |
-| Phi-4-multimodal   | Yes        | Yes                 | No             | No              |
-| Qwen2-VL           | Yes        | Yes                 | Yes            | No              |
-| Qwen2.5-VL         | Yes        | Yes                 | Yes            | No              |
+| Model Architecture/Feature         | Overlap Scheduler | CUDA Graph | Chunked Prefill | Torch Sampler | TLLM C++ Sampler | KV Cache Reuse | Logits Post Processor | EPD Disaggregated Serving |
+| ---------------------------------- | ----------------- | ---------- | --------------- | ------------- | ---------------- | -------------- | --------------------- | ------------------------- |
+| Gemma3ForConditionalGeneration     | Yes               | Yes        | N/A             | Yes           | Yes              | N/A            | Yes                   | No                        |
+| HCXVisionForCausalLM               | Yes               | Yes        | No              | Yes           | Yes              | No             | Yes                   | No                        |
+| LlavaLlamaModel (VILA)             | Yes               | Yes        | No              | Yes           | Yes              | No             | Yes                   | No                        |
+| LlavaNextForConditionalGeneration  | Yes               | Yes        | No              | Yes           | Yes              | No            | Yes                   | No                        |
+| Llama4ForConditionalGeneration     | Yes               | Yes        | No              | Yes           | Yes              | No             | Yes                   | No                        |
+| Mistral3ForConditionalGeneration   | Yes               | Yes        | No              | Yes           | Yes              | No             | Yes                   | No                        |
+| Phi4MMForCausalLM                  | Yes               | Yes        | No              | Yes           | Yes              | No             | Yes                   | No                        |
+| Qwen2VLForConditionalGeneration    | Yes               | Yes        | No              | Yes           | Yes              | Yes            | Yes                   | No                        |
+| Qwen2_5_VLForConditionalGeneration | Yes               | Yes        | No              | Yes           | Yes              | Yes            | Yes                   | No                        |