Ultralytics YOLO26: Unified Real-Time End-to-End Vision Models

Suspect choice for the paper to only include a single DETR from 2022 in the headline pareto chart and claim to have "the strongest AP–latency trade-off"... Clearly the authors were aware of models that exceed theirs given they even mentioned some of them in the introduction.

> In parallel, DETR [5] cast detection as end-to-end set prediction, and its real-time descendants (RT-DETR [98], D-FINE [55], DEIM [21], RF-DETR [62]) have narrowed the accuracy gap with CNN based detectors on standard benchmarks.

When did YOLO versions jump from 13 to 26? What's next, YOLO XP?

They have switched to release year, not the next available yolo number thing they have been doing.

We already had YOLO9000.

I wait for YOLO vista

My grandma still uses YOLO ME

Lots of attention regarding YOLO today, not sure why. RF-DETR is still SOTA.

Related: An Introduction to YOLO26

77 points, 24 comments

https://news.ycombinator.com/item?id=48639165

it's fast for the classes