APby Apple
MobileCLIP-S2
19%Apple's reference vision-language embedding for mobile. The encoder behind a lot of on-device retrieval.
MultimodalApache-2.0INT8FP16clipembeddingmobile
313K downloads 18K deploymentsUpdated Mar 30, 2028
Headline:6.4ms · Apple Neural Engine (M4) · INT8
HIL simulation runs
End-to-end runs of MobileCLIP-S2 in scenario rigs that match real customer conditions. Each tile is an actual playable HIL session — sustained throughput, in-sim accuracy, intervention counts, the whole trace.
48 FPS94.1% acc
Open
Medical · Surgical
Surgical assist · MobileCLIP-S2
MobileCLIP-S2×Apple Neural Engine (M4)
37 min runMar 30, 2028
24 FPS88.6% acc
Open
Industrial · Inspection
Factory inspection · MobileCLIP-S2
MobileCLIP-S2×QSnapdragon 8 Gen 3 NPU
70 min runMar 30, 2028
18 FPS90.4% acc
Open
Robotics · AMR
Warehouse amr · MobileCLIP-S2
MobileCLIP-S2×QQualcomm QCS8550
61 min runMar 30, 2028
58 FPS92.8% acc
Open
Logistics · Apron
Airport baggage · MobileCLIP-S2
MobileCLIP-S2×NNVIDIA Jetson Orin Nano
32 min runMar 30, 2028
Pro tier opens up scenario authoring
Pro and Team customers can configure custom HIL scenarios — chain CARLA towns, drop in your own actor policies, and pin the exact downstream consumers your fleet runs. Enterprise extends this to dedicated rigs in the lab and on-prem replication.