YOLO11n

YOLO11n

aries-rb/ holds the MXQ reproduced from the published arxiv folder (https://github.com/mobilint/mblt-model-arxiv/tree/main/models/object_detection/YOLO11n). It was compiled by qbcompiler 1.4.0 in the image mobilint/qbcompiler:1.4-cuda12.8.1-ubuntu22.04 (sha256:7910f1661605b82eb9616f6ac99fd6461dbb865dcadaa810cce22c638ceffd44) with --inference-scheme single, so it supports the core mode(s) single only.

It was evaluated with qbruntime 1.5.0 in async inference mode on coco (5000 samples): map50_95 0.38639, map50 0.54436. Only the evaluated core mode was measured.

SHA-256: bdcaae055347dc89c76322e2d3ccbe0dfe4ec8ab635ce3b3438de37ab8e9f0ca (3859035 bytes). Verify a download with sha256sum <file>.mxq and compare the digest with this value and with aries-rb/metadata.json.

aries-rb/best_result.json contains legacy build values and is retained for mblt-vision-python compile defaults. The legacy aries/ directory was removed; mblt-model-zoo <= 2.12 must pin an older revision.

{
  "schema_version": 2,
  "model": "YOLO11n",
  "variant": "c0923-gptaq",
  "qbcompiler": "1.4.0",
  "qbruntime": "1.5.0",
  "compile": {
    "image_tag": "1.4-cuda12.8.1-ubuntu22.04",
    "image_digest": "sha256:7910f1661605b82eb9616f6ac99fd6461dbb865dcadaa810cce22c638ceffd44",
    "inference_scheme": "single",
    "device": "gpu"
  },
  "evaluation": {
    "dataset": "coco",
    "sample_count": 5000,
    "primary": {
      "map50_95": 0.38639
    },
    "secondary": {
      "map50": 0.54436
    },
    "protocol": null,
    "eval_data_identity": null,
    "identity_audit": "absent",
    "inference_mode": "async",
    "image_tag": "1.4-cpu-ubuntu22.04",
    "image_digest": "sha256:62b5bc714571dffd94fb561275767ca80d15337a433630a3ae7936305d531a7b"
  },
  "retention_percent": {
    "map50_95": 98.30806024832079
  },
  "content_sha256": "713e153f2b3f4be383e0d67db1480f9de35c5746f80fee1c14409a4f465bdfc3",
  "attempt_id": "YOLO11n-jinman-20261017t095642-49e5e",
  "superseded_attempt_ids": [],
  "sha256": "bdcaae055347dc89c76322e2d3ccbe0dfe4ec8ab635ce3b3438de37ab8e9f0ca",
  "format": "MXQv7",
  "supported_modes": [
    "single"
  ],
  "size": 3859035,
  "ops_commits": {
    "selection": "9c9a469c2a5f34dd9650f972b289e1bfdf438c27"
  },
  "arxiv_folder": "https://github.com/mobilint/mblt-model-arxiv/tree/main/models/object_detection/YOLO11n",
  "publication": {
    "status": "public",
    "reason": "approved"
  }
}