Egocentric Scene Graphs convert long videos into short structured text so MLLMs can answer questions about entire sequences, achieving SOTA on HD-EPIC VQA.
–- [SCENE GRAPH OUTPUT FORMAT (see Fig
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Graph it first! Enabling Reasoning on Long-form Egocentric Videos through Scene Graphs
Egocentric Scene Graphs convert long videos into short structured text so MLLMs can answer questions about entire sequences, achieving SOTA on HD-EPIC VQA.