Datasets:
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README.md
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| **Spatial Relation** | Identify the relative positions of objects |
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| **Trajectory Description** | Summarize the trajectory of moving objects or camera|
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## Evaluation
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STI-Bench evaluates performance using accuracy, calculated based on exact matches for multiple-choice questions.
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| **Spatial Relation** | Identify the relative positions of objects |
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| **Trajectory Description** | Summarize the trajectory of moving objects or camera|
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### Dataset Fields Explanation
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The dataset contains the following fields, each with its respective description:
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| Field Name | Description |
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| :---------------- | :---------- |
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| **Video** | The string corresponding to the video file. |
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| **Source** | The string corresponding to the video source, which can be "ScanNet," "Waymo," or "Omni6DPose." |
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| **Task** | The string representing the task type, e.g., "3D Video Grounding," "Ego-Centric Orientation," etc. |
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| **QType** | The string specifying the question type, typically a multiple-choice question. |
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| **Question** | The string containing the question presented to the model. |
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| **Prompt** | Additional information that might be helpful for answering the question, such as object descriptions. |
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| **time_start** | A float64 value indicating the start time of the question in the video (in seconds). |
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| **time_end** | A float64 value indicating the end time of the question in the video (in seconds). |
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| **Candidates** | A dictionary containing answer choices in the format `{"A": "value", "B": "value", ...}`. |
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| **Answer** | The string corresponding to the correct answer, represented by the choice label (e.g., "A", "B", etc.). |
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| **Answer Detail** | A string representing the precise value or description of the correct answer. |
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| **ID** | A unique integer ID corresponding to the specific video in which the question appears. |
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| **Scene** | The string describing the scene type of the video, such as "indoor," "outdoor," or "desktop." |
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## Evaluation
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STI-Bench evaluates performance using accuracy, calculated based on exact matches for multiple-choice questions.
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