{
 "query": {
  "task": "video action recognition"
 },
 "task": "video action recognition",
 "size_class": "unknown",
 "batch": "1",
 "mixed": false,
 "mixed_warning": null,
 "groups": [
  {
   "size": "unknown",
   "batch": "1",
   "platforms": 1,
   "rows": 7
  }
 ],
 "notes": [],
 "count": 1,
 "results": [
  {
   "platform": "Terasic DE10-Agilex Development Board (Agilex 7, FPGA AI Suite)",
   "platform_url": "/platform/terasic-de10-agilex-development-board-agilex-7-fpga-ai-suite.html",
   "perf": 4.11,
   "perf_unit": "FPS",
   "metric": "throughput",
   "model": "i3d_rgb_tf",
   "precision": "FP16",
   "stack": "FPGA AI Suite 2026.1.1 / OpenVINO; IP throughput (hostless)",
   "size_class": "unknown",
   "batch": "1",
   "like_for_like": true,
   "differs": [],
   "confidence": "D",
   "confidence_label": "D – vendor-published",
   "power_w": null,
   "power_label": "no power published",
   "power_kind": "unknown",
   "perf_per_w": null,
   "date": "2026-08-10 (published)",
   "older_than_18_months": false,
   "superseded": false,
   "power_basis": "unknown",
   "price_usd": null,
   "price_label": "unknown",
   "price_date": null,
   "price_launch_usd": null,
   "edge": true,
   "date_basis": "published",
   "form_factor": "FPGA (PCIe/dev kit)",
   "vendor": "Altera",
   "source": {
    "name": "Altera FPGA AI Suite Handbook (performance tables)",
    "url": "https://www.altera.com/products/software-tools/fpga-ai-suite",
    "date": null
   },
   "power_source": null,
   "price_source": null,
   "fit": {
    "perf": null,
    "power": null,
    "budget": null
   },
   "meets_all": true,
   "unknowns": 0,
   "eligible": true,
   "headroom": null,
   "rank_score": 1,
   "unknown_badges": [
    "power unknown",
    "perf/W unknown",
    "price unknown"
   ],
   "evidence_tier": 0
  }
 ],
 "no_data": null,
 "legend": "Confidence: A audited MLPerf closed, B documented third-party, C community, D vendor-published, E estimate. Unknown is never assumed."
}