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Papers Benchmarks Datasets Tasks

OpenImages dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

OpenImages

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Single-object discovery

OpenImages Op1.7M

49.4CorLoc

5

Multi-label classification

OpenImages V3

73.19Performance Group 1

5

Audio Recognition

OpenImages-5K (test)

30.24WER

5

Image Classification

OpenImages (test)

85.8Accuracy

5

Instance Segmentation

OpenImages (val)

-31BD-rate

4

Object Detection

OpenImages V6

-95.45BD-Rate

4

Instance Segmentation

OpenImages V6

-94.24BD-Rate

4

Object Detection

OpenImages v4 (val)

69.9mAP50 (Box)

4

Object Recognition

OpenImages

0.874Recall

3

Object Detection

OpenImages (OI)

43.3APflat

3

Object Detection

OpenImages (OID) (val)

46.8mAP

3

Image-to-Text Retrieval

OpenImages 5K (test)

39.4R@1

3

Visual Relationship Detection

OpenImages v4 (test)

77.27R@50

3

Hallucination Evaluation

OpenImages V7

83.73Accuracy

2

Object Detection

OpenImages v6

74.1mAP

2

Object Detection

OpenImages Challenge Public 2019 (test)

60.6mAP

2

Layout-to-Image Generation

OpenImages 512 x 512 (test)

35.8FID

2

Layout-to-Image Generation

OpenImages 256 x 256 (test)

32.02FID

2

Text-to-Image Retrieval

OpenImages 5K (test)

41.96R@1

2

Object Detection

OpenImages challenge private 2019 (test)

56.8mAP

1

Text-Audio-to-Image Retrieval

OpenImages 5K (test)

57.06R@1

1

Audio-to-Text Retrieval

OpenImages 5K (test)

80.3R@1

1

Text-to-Audio Retrieval

OpenImages 5K (test)

78R@1

1

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Popular tasks

Object Detection Multi-object Discovery Instance Segmentation Multi-Label Classification object recognition

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