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IKEA dataset and benchmarks · SOTA2 Research

Research Datasets

IKEA

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Action classification

IKEA ASM

52.91Frame Acc Top-1

11

Text-to-Image Retrieval

IKEA US early manuals

30.1Recall@1

7

Image-to-Text Retrieval

IKEA US early manuals

26.8Recall@1

7

Campaign Assignment

IKEA

2.32Lift

5

Single-view 3D reconstruction

IKEA dataset (test)

42.6Chair AP

5

Voxel Prediction

IKEA

63.2Bed Accuracy

5

Structural Furniture Assembly

IKEA All categories

0.026RMSE (Translation)

4

Structural Furniture Assembly

IKEA Desk category

0.026RMSE (Translation)

4

Structural Furniture Assembly

IKEA Chair category

0.021RMSE (Translation)

4

Structural Furniture Assembly

IKEA Bench category

0.033RMSE (Translation)

4

Machine Translation (English → French)

IKEA (test)

65.8BLEU

3

Machine Translation (English → German)

IKEA (test)

63.5BLEU

3

Popular tasks

Structural Furniture Assembly Image-to-Text Retrieval Text-to-Image Retrieval Action Classification Voxel Prediction

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