{"slug":"nvidia-tao-train-reid","source_name":"nvidia/tao-train-reid","name":"Nvidia/Tao Train Reid","description":"Person re-identification (ReID). Learns discriminative embeddings to match the same person across different camera views, based on metric learning. Use when training, evaluating, exporting, or running inference for a TAO person re-identification model. Trigger phrases include \"train ReID\", \"person re-identification\", \"cross-camera person matching\", \"ReID embeddings\", \"person re-id\".","version":1,"lift":{"pass_rate_delta_pts":68.18,"pass_rate_pct":86.4,"total_cases":22,"passed_cases":19,"tokens_delta_pct":85.4,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-13T13:56:56.513572+00:00"},"skill_score":0.8636,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":68.18,"with_pass_pct":86.4,"without_pass_pct":18.2,"tokens_delta_pct":85.4,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":20,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-13T13:56:56.513572+00:00","run_id":"7a2cbfe7-30eb-4ead-9d61-b8a941e6992a","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":"cbd4e66156bfc378eac17b71faaa3eced79bfdf1c77fe6344df30a2853b99b74","raw_url":"https://app.decimal.ai/s/nvidia-tao-train-reid/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/nvidia-tao-train-reid"}