YOLOv10x

Source: https://github.com/ultralytics/ultralytics

aries-rb/ holds the MXQ reproduced from the published arxiv folder (https://github.com/mobilint/mblt-model-arxiv/tree/main/models/object_detection/YOLOv10x). It was compiled by qbcompiler 1.3.0 in the image mobilint/qbcompiler:1.3-cuda12.8.1-ubuntu22.04 (sha256:6ad69aaa9581487ac6a1864b88d4c2179c7a4a486a3ab1ac376dbdfe763415e7) 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 0.53253, map50 0.70175. Only the evaluated core mode was measured.

SHA-256: 8e917f32af3bf6a20eadc6ec09752451211fdefb28f2aff480b8f9861df9187a (39996968 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": "YOLOv10x",
  "variant": "bias-corr-ls",
  "qbcompiler": "1.3.0",
  "qbruntime": "1.5.0",
  "compile": {
    "image_tag": "1.3-cuda12.8.1-ubuntu22.04",
    "image_digest": "sha256:6ad69aaa9581487ac6a1864b88d4c2179c7a4a486a3ab1ac376dbdfe763415e7",
    "inference_scheme": "all",
    "device": "gpu"
  },
  "evaluation": {
    "dataset": "coco",
    "sample_count": 5000,
    "primary": {
      "map50_95": 0.53253
    },
    "secondary": {
      "map50": 0.70175
    },
    "protocol": null,
    "eval_data_identity": {
      "annotation_sha256": "bb2d6616fc8d4997b29e8b8d2cb8bdd5cf665d2b1df2f7462bbfb4fb8726840b",
      "sample_list_sha256": "6c41bd9b7ff87cbc3e420952fae89c0f242167ae3929f226a1a0ddafd0eaad5c"
    },
    "identity_audit": "verified",
    "inference_mode": "async",
    "image_tag": "1.3-cpu-ubuntu22.04",
    "image_digest": "sha256:7c25b894fc0807acdf27f15c61b910b96dc66d3f5d97e04b595b2d7a8008e77c"
  },
  "retention_percent": {
    "map50_95": 98.57833064919198
  },
  "content_sha256": "8114072a79a2a5d9526ab3f1538eceb98808c509b903d6f60aa5fc321f60c05b",
  "attempt_id": "YOLOv10x-jinman-coreall-69732ef5a76c",
  "superseded_attempt_ids": [],
  "sha256": "8e917f32af3bf6a20eadc6ec09752451211fdefb28f2aff480b8f9861df9187a",
  "format": "MXQv7",
  "supported_modes": [
    "single",
    "multi",
    "global4",
    "global8"
  ],
  "size": 39996968,
  "ops_commits": {
    "selection": "8f1d30ccc700905f5f45e6a9782a02cf2d559987"
  },
  "arxiv_folder": "https://github.com/mobilint/mblt-model-arxiv/tree/main/models/object_detection/YOLOv10x",
  "publication": {
    "status": "public",
    "reason": "approved"
  }
}