Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Object Detection research benchmarks – Page 56 · SOTA2 Research

Object Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

98AP

6

Feb 26, 2026

86.82AP @ 0.1

6

Feb 26, 2026

29.8mAP

6

Feb 26, 2026

Mapillary and nuImages (test)

Fully-Supervised

0.3Training Cost ($)

6

Feb 27, 2026

People in Painting (Downstream)

38.9AP (Box)

6

Feb 26, 2026

Cityscapes Downstream

51.5AP (Box)

6

Feb 26, 2026

Brain Tumor (Downstream)

48.6AP (Box)

6

Feb 26, 2026

65.5AP (Box)

6

Feb 26, 2026

69.1AP (Box)

6

Feb 26, 2026

CorCOCO Out-Domain (val)

25.5D-ECE

6

Feb 26, 2026

MS-COCO In-Domain (val)

23.9D-ECE

6

Feb 26, 2026

Objects365 (minival)

51.1APb

6

Feb 26, 2026

68.2APb

6

Feb 26, 2026

VOC & Comic to Watercolor

49.4mAP

6

Feb 26, 2026

VOC Comic to Clipart

39.8mAP

6

Feb 26, 2026

VOC & Watercolor to Comic

43.5mAP

6

Feb 26, 2026

VOC & Watercolor to Clipart

38.7mAP

6

Feb 26, 2026

VOC to Comic (target)

46.3mAP

6

Feb 26, 2026

StreetView (test)

75.7mAP@0.5

6

Feb 26, 2026

20.3mAP

6

Feb 27, 2026

iGibson Synthetic

DeepPanoContext

39.41AP (chair)

6

Feb 26, 2026

83.24mAP

6

Feb 26, 2026

Waymo 20% train (val)

Masked Shape Prediction

65.12Vehicle Detection Score

6

Feb 26, 2026

SHIFT simulation (nighttime)

49.1AP

6

Feb 26, 2026

COCO Person 2017 (minval)

56.4mAP

6

Feb 26, 2026

Page 56 of 81

Popular datasets

COCO Pascal VOC MS-COCO Cityscapes VOC

Follow for updates

Join SOTA2 Contact