MiMo-Embodied-7B: benchmark results

Provider: Xiaomi. Access: Open.

Aggregate Rating 1651 ± 31, rank #616 of 10916 rated models, from 36 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
Causal-Plan-Bench - Affordance Postcondition41Accuracy (%) on the affordance postcondition (functional sta92.3
RobotEQ-Video - Real Videos76.2Real-subset Avg (%; action-properness judgment: given an ego80.9
EPIC-Bench - Embodied Compositional Attributes38.74Target localization score (0-100) on the embodied compositio73.9
Causal-Plan-Bench - Spatial Precondition38Accuracy (%) on the spatial precondition (conditions that mu73.1
Causal-Plan-Bench - Strategic Rationale28.4Open-ended strategic rationale (why the step serves the high69.2
EPIC-Bench - Affordance Region8.71Manipulation score (0-100) on affordance region localization68.2
EPIC-Bench - Visual Matching40.23Navigation score (0-100) on visual matching (localizing an o68.2
RobotEQ-Video74.1A-Avg: mean of the synthetic-subset and real-subset averages64.9
EPIC-Bench - Spatial-Related Attributes44.17Target localization score (0-100) on the spatial-attribute t64.8
EMem-Bench - Dynamic Tracking35.6Success rate (%; the 1052 Dynamic Tracking episodes, acting 62.5
EPIC-Bench37.16Average score (0-100) over all samples, each sample scored b62.5
Causal-Plan-Bench - Effects33.67Effects score: mean four-choice accuracy (%) after answer no61.5

Interactive version: theaggregate.ai/model?slug=mimo-embodied-7b · How It Works · Data refreshed daily, snapshot 2026-11-08.