mobilint/YOLO26m-sem

YOLO26m_sem

aries-rb/ holds the MXQ reproduced from the published arxiv folder (https://github.com/mobilint/mblt-model-arxiv/tree/main/models/semantic_segmentation/YOLO26m_sem). 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 all, so it supports the core mode(s) single, multi, global4, global8 only.

It was evaluated with qbruntime 1.5.0 in async inference mode on cityscapes (500 samples): miou 0.82012, pixel_accuracy 0.9647. Only the evaluated core mode was measured.

SHA-256: a60b765f79e762c93af13156ef907adb60235b1a8c287eef85b6de1e4ea3e03b (24837086 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": "YOLO26m_sem",
  "variant": "c0923-asym-gptq",
  "qbcompiler": "1.4.0",
  "qbruntime": "1.5.0",
  "compile": {
    "image_tag": "1.4-cuda12.8.1-ubuntu22.04",
    "image_digest": "sha256:7910f1661605b82eb9616f6ac99fd6461dbb865dcadaa810cce22c638ceffd44",
    "inference_scheme": "all",
    "device": "gpu"
  },
  "evaluation": {
    "dataset": "cityscapes",
    "sample_count": 500,
    "primary": {
      "miou": 0.82012
    },
    "secondary": {
      "pixel_accuracy": 0.9647
    },
    "protocol": null,
    "eval_data_identity": {
      "annotation_sha256": "e78bb437bca207f4fc96cc70b9f1248fc5334e0d9d8b62d36af6c311bbd7f23c",
      "sample_list_sha256": "2627f8f161cc61669420d97def901e0babe6c0949daae4a2873d85af792274df"
    },
    "identity_audit": "verified",
    "inference_mode": "async",
    "image_tag": "1.4-cpu-ubuntu22.04",
    "image_digest": "sha256:62b5bc714571dffd94fb561275767ca80d15337a433630a3ae7936305d531a7b"
  },
  "retention_percent": {
    "miou": 99.98780814903319
  },
  "content_sha256": "7f1e31d1f7c7408b1da50f10b537e394108be4f5a1a3efdba5614831119762cb",
  "attempt_id": "YOLO26m_sem-jinman-coreall-7fa862e54a49",
  "superseded_attempt_ids": [],
  "sha256": "a60b765f79e762c93af13156ef907adb60235b1a8c287eef85b6de1e4ea3e03b",
  "format": "MXQv7",
  "supported_modes": [
    "single",
    "multi",
    "global4",
    "global8"
  ],
  "size": 24837086,
  "ops_commits": {
    "selection": "d642f96eda9bcd0a04ac02d8b73b28aecfc0311f"
  },
  "arxiv_folder": "https://github.com/mobilint/mblt-model-arxiv/tree/main/models/semantic_segmentation/YOLO26m_sem",
  "publication": {
    "status": "public",
    "reason": "approved"
  }
}