mobilint/YOLO12m-seg

YOLO12m_seg

Source: https://github.com/sunsmarterjie/yolov12

aries-rb/ holds the MXQ reproduced from the published arxiv folder (https://github.com/mobilint/mblt-model-arxiv/tree/main/models/instance_segmentation/YOLO12m_seg). 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 coco (5000 samples): map50_95 0.41389, map50 0.65118. Only the evaluated core mode was measured.

SHA-256: bf961d9c20f927aa9f6456f05820ffdf4a026d6143a49b6c21bdffd8a2568e23 (31310749 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": "YOLO12m_seg",
  "variant": "c0923-base",
  "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": "coco",
    "sample_count": 5000,
    "primary": {
      "map50_95": 0.41389
    },
    "secondary": {
      "map50": 0.65118
    },
    "protocol": null,
    "eval_data_identity": {
      "annotation_sha256": "bb2d6616fc8d4997b29e8b8d2cb8bdd5cf665d2b1df2f7462bbfb4fb8726840b",
      "sample_list_sha256": "6c41bd9b7ff87cbc3e420952fae89c0f242167ae3929f226a1a0ddafd0eaad5c"
    },
    "identity_audit": "verified",
    "inference_mode": "async",
    "image_tag": "1.4-cpu-ubuntu22.04",
    "image_digest": "sha256:62b5bc714571dffd94fb561275767ca80d15337a433630a3ae7936305d531a7b"
  },
  "retention_percent": {
    "map50_95": 99.50474816684698
  },
  "content_sha256": "cf9b82fed61efdb6911407e886a9b2acf5c9ca030d13e7a67503943e1536be89",
  "attempt_id": "YOLO12m_seg-jinman-coreall-bb2097f129d6",
  "superseded_attempt_ids": [],
  "sha256": "bf961d9c20f927aa9f6456f05820ffdf4a026d6143a49b6c21bdffd8a2568e23",
  "format": "MXQv7",
  "supported_modes": [
    "single",
    "multi",
    "global4",
    "global8"
  ],
  "size": 31310749,
  "ops_commits": {
    "selection": "375fc72712db820951e65e3295383db2bf3b1e51"
  },
  "arxiv_folder": "https://github.com/mobilint/mblt-model-arxiv/tree/main/models/instance_segmentation/YOLO12m_seg",
  "publication": {
    "status": "public",
    "reason": "approved"
  }
}