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

COCO dataset and benchmarks – Page 19 · SOTA2 Research

Research Datasets

COCO

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Open-Vocabulary Object Detection

COCO subset

19.47mAP@0.5

13

Keypoint Detection

COCO 2017

0R2

13

Incremental Object Detection

COCO 40-20 multi-step

52.9AP

13

Incremental Object Detection

COCO 40-10 multi-step

51.8AP

13

Out-of-vocabulary object detection

OOV-COCO (test)

0.332mAP (IV)

13

Object Detection

OOV-COCO (test)

33.19mAPIV

13

Object Detection

COCO 60 Non-VOC classes 2017 (val)

40.9ARb@100

13

Generation Quality

COCO 1K

73VQA Score

13

Object Detection

COCO-OVD (test)

41.9AP50 (Novel)

13

Text-to-Image Retrieval

COCO 2017 (test)

54.8T2I Score

13

Image-to-Text Retrieval

COCO 2017 (test)

71.1I2T Score

13

Dense Pose Estimation

COCO-DensePose

47.87AP

13

Semantic Segmentation

COCO 5K images (val)

62mIOU

13

Instance Segmentation

COCO 5K images (val)

43.8AP

13

Object Detection

COCO 5K images (val)

49.1AP

13

Panoptic Segmentation

COCO 5K images (val)

52.5PQ

13

Image-to-Text Retrieval

COCO 27 (val)

97.1Matching Accuracy

13

Caption Matching and Retrieval

COCO 2014 (val)

97.1Matching Accuracy

13

Example-based Segmentation

COCO-20i (val)

0.679mIoU

13

Secret recovery

COCO

33.17PSNR (dB)

13

Object Localisation

COCO subset with <= 3 objects (test)

35mIoU

13

Object Detection

COCO closed-vocabulary

56.7AP (Box)

13

Object Detection

MS COCO 20 novel categories 2017 (val)

19Novel AP @ 10 Shots

13

Text-to-image synthesis

COCO 2014 (test)

6.95FID-30k

13

Unsupervised Segmentation

COCO-Things (val)

19.2mIoU

13

Page 19 of 57

Popular tasks

Object Detection Image Captioning Instance Segmentation Semantic segmentation Text-to-Image Generation

Follow for updates

Join SOTA2 Contact