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--- |
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configs: |
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- config_name: ChangeIt |
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data_files: |
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- split: test |
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path: ChangeIt_preprocessed.jsonl |
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- config_name: OcclusionDataSet-MM20 |
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data_files: |
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- split: test |
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path: OcclusionDataSet-MM20_preprocessed.jsonl |
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- config_name: coco2014 |
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data_files: |
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- split: test |
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path: coco2014_preprocessed.jsonl |
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- config_name: ImageNet-C |
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data_files: |
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- split: test |
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path: ImageNet-C_preprocessed.jsonl |
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- config_name: MVP-N |
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data_files: |
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- split: test |
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path: MVP-N_preprocessed.jsonl |
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- config_name: QuickDraw |
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data_files: |
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- split: test |
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path: QuickDraw_preprocessed.jsonl |
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- config_name: Realistic-Occlusion-Dataset |
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data_files: |
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- split: test |
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path: Realistic-Occlusion-Dataset_preprocessed.jsonl |
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license: cc-by-nc-4.0 |
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task_categories: |
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- question-answering |
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language: |
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- en |
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size_categories: |
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- 10K<n<100K |
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tags: |
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- Proactive |
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- Reasoning |
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- Multimodal |
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- LLM |
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pretty_name: ProactiveBench |
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--- |
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<!-- Provide a quick summary of the dataset. --> |
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This is the benchmark associated with submission 1331 at NeurIPS 2025 - Dataset and Benchmarks track. |
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The benchmark is intended to be used with the proposed submission environments (see the source code). |
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The .jsonl files do not contain proper image paths but rather image path templates, as each .jsonl entry is a sample, and each sample corresponds to a different environment with its own images. |
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See the submitted [code](https://anonymous.4open.science/r/ProactiveBench/README.md) README for information about dataset downloading and preprocessing, and to re-run the evaluations. |
