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Papers Benchmarks Datasets Tasks

MSCOCO dataset and benchmarks – Page 9 · SOTA2 Research

Research Datasets

MSCOCO

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Paraphrase Generation

MSCOCO

18.39iBLEU

4

MSCOCO ApparentGender

56.2Accuracy (Man)

4

Apparent Gender Recognition

MSCOCO ApparentGender (test)

84.8Accuracy (Man GT)

4

Text-to-image retrieval

MSCOCO 1M (test)

117.3Throughput (Query/s)

4

Text-to-image retrieval

MSCOCO 113K (test)

275.5Throughput (Q/s)

4

Instance Segmentation

MSCOCO (minival)

40.7AP segm

4

Object Detection

MSCOCO (65/15)

0.19mAP (ZSD)

4

Image Classification

MSCOCO 2014 (test)

79.1mAP

4

Image Captioning

MSCOCO (dev)

27.7BLEU-4

4

Joint Generation

MSCOCO (val)

21.05FID

3

Traffic Sign Detection

MSCOCO 2017

100BA

3

Multimodal Synthesis

MSCOCO

68.1FID

3

Text-to-Image Generation

MSCOCO

31.8CLIP-T

3

MSCOCO 2 modal

0.47Gap Statistic

3

Cross-modal Retrieval

MSCOCO 2 modal

0.03Gap

3

Modality Gap Analysis

MSCOCO

0.43RMG

3

Hallucination Assessment

MSCOCO (val)

10.7CHAIR Instance Score

3

Image Generation

MSCOCO (val)

19.86FID

3

3D clothed human reconstruction

MSCOCO

83Accuracy (Upper Body)

3

Intrinsic Dimension Estimation

MSCOCO

22Estimated Intrinsic Dimension

2

Image Reconstruction

MSCOCO 512x512 (val)

4.12FID

2

Hallucination Evaluation

MSCOCO

89Rand. Score

2

Image Compression

MSCOCO (test)

-93.26FID-BPP

2

Object Discovery

MSCOCO 2017

42.8ARI

2

Object Detection

MSCOCO (dev)

41.9AP

2

Page 9 of 10

Popular tasks

Text-to-Image Retrieval Image Captioning Object Detection Text-to-Image Generation Object Hallucination Evaluation

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