TAby Tencent ARC
YOLO-World-Edge
14%Open-vocabulary detector. Text-prompt the classes at runtime; no retraining.
Object detectionApache-2.0INT8FP16open-vocabzero-shot
96K downloads 4.1K deploymentsUpdated Mar 16, 2028
Headline:21.4ms · NVIDIA Jetson Orin Nano · INT8
HIL simulation runs
End-to-end runs of YOLO-World-Edge 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.
22 FPS89.6% acc
Open
Agriculture · Row nav
Agricultural row navigation · dust ingress
YOLO-World-Edge×RRockchip RK3588
52 min runMar 26, 2028
48 FPS94.1% acc
Open
AV · Highway
Av highway · YOLO-World-Edge
YOLO-World-Edge×NNVIDIA Jetson Orin Nano
37 min runMar 16, 2028
24 FPS88.6% acc
Open
AV · Urban
Av urban · YOLO-World-Edge
YOLO-World-Edge×NNVIDIA Jetson AGX Orin
70 min runMar 16, 2028
18 FPS90.4% acc
Open
Robotics · AMR
Warehouse amr · YOLO-World-Edge
YOLO-World-Edge×NNVIDIA Jetson Thor
61 min runMar 16, 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.