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Task depth estimation · model-size class nano (YOLO-n) · batch 1 · 5 platforms
Not like-for-like across groups: same model-size class and batch, but 4 different model/precision combinations. Compare within a group; each group is sorted by result.
YOLO26n-depth · FP16 (1)
| Platform | Result | Model · precision · stack | Grade · date | Power | Price | Source |
|---|---|---|---|---|---|---|
| Apple M4 (10-core GPU, 120 GB/s) | 133 FPS latency_e2e b=1 | YOLO26n-depth FP16 · Ultralytics 8.4.168 Core AI (coreai-torch 0.4.3), macOS 27.0 | B 2026-10-01 (page last edited) | unknown no power published | unknown | Ultralytics documentation: Apple Core AI integration benchmark |
YOLO26n-Depth · INT8 (2)
| Platform | Result | Model · precision · stack | Grade · date | Power | Price | Source |
|---|---|---|---|---|---|---|
| Axelera Metis Embedded 113m M.2 card | 96.00 FPS throughput b=1 | YOLO26n-Depth INT8 · Voyager SDK (GStreamer pipeline) | C 2026-10-15 (page last edited) | unknown no power published | unknown | Axelera Voyager SDK model zoo (docs/reference/models/model-zoo.md) |
| Axelera Metis Edge 130p PCIe card | 90.00 FPS throughput b=1 | YOLO26n-Depth INT8 · Voyager SDK (GStreamer pipeline) | C 2026-10-15 (page last edited) | unknown no power published | unknown | Axelera Voyager SDK model zoo (docs/reference/models/model-zoo.md) |
YOLO26n-depth · INT8 (1)
| Platform | Result | Model · precision · stack | Grade · date | Power | Price | Source |
|---|---|---|---|---|---|---|
| Raspberry Pi 5 + AI HAT+ (Hailo-8) | 33.78 FPS inference_time b=1 | YOLO26n-depth INT8 · Ultralytics Hailo HEF / HailoRT | B 2026-10-11 (page last edited) | unknown no power published | unknown | Ultralytics documentation: Hailo integration benchmark |
YOLO26n-depth · FP32 (1)
| Platform | Result | Model · precision · stack | Grade · date | Power | Price | Source |
|---|---|---|---|---|---|---|
| Raspberry Pi 5 (CPU only) | 0.470 FPS inference_time b=1 | YOLO26n-depth FP32 · Ultralytics PyTorch (CPU) | B 2026-10-11 (page last edited) | unknown no power published | unknown | Ultralytics documentation: Hailo integration benchmark |
Confidence: A audited MLPerf closed, B documented third-party, C community, D vendor-published, E estimate. Unknown is never assumed. Other like-for-like groups: nano (YOLO-n), batch 1 (5); small (YOLO-s), batch 1 (2); medium (YOLO-m), batch 1 (2); large (YOLO-l), batch 1 (2); xlarge (YOLO-x), batch 1 (2); small ViT, batch 1 (1); unknown, batch 1 (4); unknown, batch not stated (5)