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MMFineReason: Closing the Multimodal Reasoning Gap via Open Data-Centric Methods
Paper β’ 2601.21821 β’ Published β’ 60 -
OpenDataArena/MMFineReason-1.8M-Qwen3-VL-235B-Thinking
Viewer β’ Updated β’ 1.81M β’ 4.8k β’ 118 -
OpenDataArena/MMFineReason-SFT-586K-Qwen3-VL-235B-Thinking
Viewer β’ Updated β’ 586k β’ 705 β’ 4 -
OpenDataArena/MMFineReason-SFT-123K-Qwen3-VL-235B-Thinking
Viewer β’ Updated β’ 123k β’ 1.18k β’ 76
AI & ML interests
Data-centric AI, LLM, MLLM
Recent Activity
Papers
Closing the Data Loop: Using OpenDataArena to Engineer Superior Training Datasets
OpenDataArena: A Fair and Open Arena for Benchmarking Post-Training Dataset Value
π About OpenDataArena
OpenDataArena (ODA) is an open research initiative devoted to evaluating, benchmarking, and creating high-value datasets for the post-training era of large language models (LLMs).
We believe data quality defines model capability β and that open, reproducible evaluation is key to accelerating progress in AI.
π Our Mission
To make data evaluation scientific, transparent, and community-driven, while continuously producing high-value, openly available datasets that enhance model alignment and reasoning ability.
π Key Features
- π Dataset Leaderboard β Leaderboard ranks the most valuable datasets across multiple domains, based on diverse benchmarks.
- π Comprehensive Scoring System β Scoring tool measures dataset quality, diversity, and learning values using reproducible pipelines.
- π§° Open-Source Toolkit β OpenDataArena-Tool enables dataset evaluation, scoring with a standardized, community-driven workflow.
- π± High-Value Data Generation β beyond evaluation, ODA continuously produces and shares new, top-quality datasets for fine-tuning and alignment research.
If you find our work helpful, please consider β starring and subscribing to support open, data-driven AI research. Learn more at opendataarena.github.io.
(OpenDataArena is part of OpenDataLab).
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OpenDataArena/ODA-Mixture-500k
Viewer β’ Updated β’ 506k β’ 450 β’ 122 -
OpenDataArena/ODA-Mixture-100k
Viewer β’ Updated β’ 101k β’ 320 β’ 97 -
OpenDataArena/Qwen2.5-7B-ODA-Mixture-500k
Text Generation β’ 333k β’ Updated β’ 18 β’ 2 -
OpenDataArena/Qwen2.5-7B-ODA-Mixture-100k
Text Generation β’ 333k β’ Updated β’ 10
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MMFineReason: Closing the Multimodal Reasoning Gap via Open Data-Centric Methods
Paper β’ 2601.21821 β’ Published β’ 60 -
OpenDataArena/MMFineReason-1.8M-Qwen3-VL-235B-Thinking
Viewer β’ Updated β’ 1.81M β’ 4.8k β’ 118 -
OpenDataArena/MMFineReason-SFT-586K-Qwen3-VL-235B-Thinking
Viewer β’ Updated β’ 586k β’ 705 β’ 4 -
OpenDataArena/MMFineReason-SFT-123K-Qwen3-VL-235B-Thinking
Viewer β’ Updated β’ 123k β’ 1.18k β’ 76
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OpenDataArena/ODA-Mixture-500k
Viewer β’ Updated β’ 506k β’ 450 β’ 122 -
OpenDataArena/ODA-Mixture-100k
Viewer β’ Updated β’ 101k β’ 320 β’ 97 -
OpenDataArena/Qwen2.5-7B-ODA-Mixture-500k
Text Generation β’ 333k β’ Updated β’ 18 β’ 2 -
OpenDataArena/Qwen2.5-7B-ODA-Mixture-100k
Text Generation β’ 333k β’ Updated β’ 10