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Aug 3, 2026
The leaderboard shipped with invented numbers for 15 families, labelled as placeholders from issue #542. They are now removed. What remains is the two campaigns that actually finished: YOLOv9-S at 0.559 mAP50-95 and YOLOv9-T at 0.540, each having trained and scored all 100 datasets with none skipped and every dataset protocol-conformant. Median per-dataset training time is computed from the wall_seconds recorded in the per-dataset stats files of each published run, not estimated. The contest framing goes with the invented data. Ranks, tiers, the champion card and the accuracy-crown/sweet-spot/hard-floor callouts all asserted findings no completed run supports, and a "#1 of 2" crown would be noise. The prose and FAQ move the same way: the article now states the completion rule (a family is listed only after a full 100 from a clean state) and points at the published artifacts so a reader can check rather than believe.
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Summary
batch_size,lr,output_dir, COCO-format dir) with the new one (batch,nbs,device,amp,data.yaml)b→m(n/s/m/l)nbsdefault for RF-DETR: 64 → 16 (RFDETRConfig default)device="0,1"allow_download_scriptsto API referenceimgszis derived from size variant and not overridable