MIRA-Data
A multi-hop multimodal trajectory dataset constructed for training multimodal deep research agents. It simulates the complete research process from an initial question through multiple searches and evidence integration to the formation of a report.
Timeline (last 90 days)
The research team built MIRA-Data to generate high-quality multi-hop multimodal research trajectories.
MIRA post-trains a foundation model on MIRA-Data, enabling the model to understand the constraints of the generation contract and learn to actively use image evidence during search.
MIRA's current results are based on the specific foundation model Qwen3.6-35B-A3B, and the generality of MIRA-Harness and MIRA-Data still needs to be verified on more models.
All Facts (3)
The research team built MIRA-Data to generate high-quality multi-hop multimodal research trajectories.
50%UnverifiedMIRA post-trains a foundation model on MIRA-Data, enabling the model to understand the constraints of the generation contract and learn to actively use image evidence during search.
50%UnverifiedMIRA's current results are based on the specific foundation model Qwen3.6-35B-A3B, and the generality of MIRA-Harness and MIRA-Data still needs to be verified on more models.
50%