alt.hn

6/23/2026 at 2:28:00 AM

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

https://arxiv.org/abs/2606.03748

by teleforce

6/23/2026 at 12:17:23 PM

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.

by yeldarb

6/23/2026 at 10:41:47 AM

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

by steinvakt2

6/23/2026 at 5:57:40 AM

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

by dheera

6/23/2026 at 6:34:34 AM

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

by andwaal

6/23/2026 at 6:42:20 AM

We already had YOLO9000.

by robotresearcher

6/23/2026 at 10:09:25 AM

[dead]

by huflungdung

6/23/2026 at 7:33:38 AM

I wait for YOLO vista

by mnky9800n

6/23/2026 at 11:31:54 AM

My grandma still uses YOLO ME

by speed_spread

6/23/2026 at 7:19:58 AM

it's fast for the classes

by vergessenmir

6/23/2026 at 11:41:06 AM

[dead]

by fabio2