Test photo fire-engine-blur

fire-engine-blur

License: CC0-1.0
Author: Dktue
Source: Wikimedia Commons, https://commons.wikimedia.org/wiki/File:Einsatzfahrzeug_der_Feuerwehr_T%C3%BCbingen_beim_Carl-Sonnenschein-Haus.jpg (CC0 1.0 by the author, checked 2026-10-27); downscaled to 1600x1128, metadata removed
Hard cases: motion-blur, low-light

Hover any output to magnify the same spot in every output of that task.

Object detection

D-FINE l

D-FINE m

D-FINE n

D-FINE s

D-FINE x

DEIMv2 l

DEIMv2 m

DEIMv2 s

DEIMv2 x — DEIMv2 xFails: misses the blurred fire engine

Grounding DINO base — Grounding DINO baseFails: misses the blurred fire engine

Grounding DINO tiny — Grounding DINO tinyFails: misses the blurred fire engine

GTR l

GTR m

GTR s

GTR x

LLMDet base — LLMDet baseFails: misses the fire engine and the car

LLMDet large — LLMDet largeFails: misses the fire engine and the car

LLMDet tiny — LLMDet tinyFails: misses the fire engine and the car

MM-Grounding-DINO base — MM-Grounding-DINO baseFails: misses the blurred fire engine

MM-Grounding-DINO large — MM-Grounding-DINO largeFails: misses the blurred fire engine

MM-Grounding-DINO tiny — MM-Grounding-DINO tinyFails: misses the blurred fire engine

RF-DETR large

RF-DETR medium — RF-DETR mediumFails: misses the blurred fire engine

RF-DETR nano — RF-DETR nanoFails: misses the blurred fire engine

RF-DETR small — RF-DETR smallFails: misses the blurred fire engine

RT-DETRv4 l

RT-DETRv4 m

RT-DETRv4 s — RT-DETRv4 sFails: misses the blurred fire engine

RT-DETRv4 x

YOLO11 l

YOLO11 m

YOLO11 n

YOLO11 s

YOLO11 x

YOLO26 l

YOLO26 m

YOLO26 n — YOLO26 nFails: misses the blurred fire engine

YOLO26 s

YOLO26 x

YOLOv8 l

YOLOv8 m

YOLOv8 n

YOLOv8 s

YOLOv8 x

Depth estimation

Depth Anything 3 Metric large

Depth Anything 3 Mono large

Depth Anything V2 base

Depth Anything V2 large

Depth Anything V2 small

MoGe-2 vitb

MoGe-2 vitl

MoGe-2 vits