Unverified50% confidenceFactExact time
The research team built MIRA-Data to generate high-quality multi-hop multimodal research trajectories.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/20/2026
First Seen
Valid until: 1/18/2027
Sources
Related Entities
Related Claims
UnverifiedThe research team constructed two new datasets oriented toward collaborative scenarios and based on memory-grounded QA to evaluate HiCoMER68% similarUnverifiedIn the evidence collection stage, MIRA's agent performs multi-step web searches, captures both textual and image evidence, and records their sources, laying the foundation for subsequent traceability.65% similarUnverifiedThe research team released all adapters, evaluation results, in-depth analysis reports, and Harbor-Index as open-source resources65% similarUnverifiedThe study collected multiple tabular datasets of different sizes and different class granularities, and deployed four current state-of-the-art attack methods on multiple model architectures.65% similarUnverifiedMulti-source heterogeneous data integration involves key steps such as metadata retrieval, coordinate unification, photometric calibration and background subtraction, and statistical imputation.64% similar
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