{"slug":"nvidia-tao-train-nvpanoptix3d","source_name":"nvidia/tao-train-nvpanoptix3d","name":"Nvidia/Tao Train Nvpanoptix3d","description":"NVPanoptix3D for panoptic 3D scene reconstruction from posed RGB images. Produces 3D panoptic segmentation (semantic, instance, and panoptic masks) with occupancy completion. Built on a VGGT backbone with a Mask2Former-style head and 3D frustum reconstruction. Use when training, evaluating, exporting, or running inference for a TAO NVPanoptix3D model. Trigger phrases include \"train NVPanoptix3D\", \"panoptic 3D reconstruction\", \"3D scene segmentation\", \"occupancy completion\".","version":1,"lift":{"pass_rate_delta_pts":59.09,"pass_rate_pct":100,"total_cases":22,"passed_cases":22,"tokens_delta_pct":196.2,"turns_delta_pct":0,"verdict":"pass","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-13T13:52:34.358904+00:00"},"skill_score":1,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":59.09,"with_pass_pct":100,"without_pass_pct":40.9,"tokens_delta_pct":196.2,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":21,"verdict":"pass","never_hurt":true,"completed_at":"2026-08-13T13:52:34.358904+00:00","run_id":"7de439a4-3492-4ac2-8914-0624ef577049","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"Apache-2.0","install_count":0,"manifest_hash":"a00fb0e4d191ee076d37f4e4c2fd703f44ed1175f1ccfaf8a90f17f23a6b4e45","raw_url":"https://app.decimal.ai/s/nvidia-tao-train-nvpanoptix3d/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/nvidia-tao-train-nvpanoptix3d"}