Model results
BabyVision
Choose a shared evaluation protocol to compare model scores. Versions, sources and configurations stay separate.
Atlas snapshot captured 10/19/2026, 10:20:28 AM UTC. This is an import timestamp, not the evaluation date. Coverage may be incomplete.
Reviewed recommendation and limits
Start with the MLLM track for visual discrimination, tracking, spatial perception and pattern recognition. Read category results alongside overall accuracy.
Full 388-item MLLM suite across 22 subclasses. Keep Mini, generation and tools-enabled tracks separate. Preserve image settings, prompts, reasoning budget, judge and repeated-run mean and standard deviation.. Imported groups below may use different protocols; this review does not certify each run. Public tasks and model judging limit small-score comparisons. This does not measure object detection or design preference. Imported tools-enabled vendor results do not certify the direct MLLM setup.
BabyVision w/ tools
- Source
- DeepSeek model card (vendor-reported)
- Version
- unversioned
- Measurement date
- 2026-09-10
- Metric
- % · Higher is better
- Evaluation scope
- Vendor-reported; reasoning effort 100; Pass@1; temperature 1.0, top_p 0.95; Claude Code; 512K context; tools enabled
Positions are withheld because at least one result lacks explicit independent provenance or a documented evaluation scope. Missing metadata is shown as unreported; matching imported metadata is not independent verification of the protocol.
DeepSeek V4.1 Flash
deepseek/deepseek-v4.1-flash-20260910
89.6%
View modelEvidence model-card-reported