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Papers Benchmarks Datasets Tasks

TASK dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

TASK

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Natural Language Generation

Task

26.7BLEU

7

Image Classification

Task

84.4Accuracy

7

Disease Prediction

Task 7

0.76AUROC

6

Disease Prediction

Task 6

0.84AUROC

6

Task Setup 1

71.2SPL

5

Multi-robot coordination

Task 2

100OSR

4

Functionally Diverse Response Generation

Task Category D

4.44Functionally Diverse Responses

4

Functionally Diverse Response Generation

Task Category C

5Functionally Diverse Responses Count

4

Deployment Performance

Task 6

1.227TTFT (s)

4

Deployment Performance

Task 3

2.333TTFT (s)

4

Deployment Performance

Task 2

1.376TTFT (s)

4

Few-shot example selection

Task #12

70Score

4

Few-shot example selection

Task #11

0.87Score

4

Few-shot example selection

Task #10

0.95Score

4

Few-shot example selection

Task 9

0.65Score

4

Few-shot example selection

Task #8

0.42Score

4

Few-shot example selection

Task #6

84Score

4

Few-shot example selection

Task #5

84Score

4

Few-shot example selection

Task #4

97Score

4

Few-shot example selection

Task #3

0.93Score

4

Few-shot example selection

Task #2

27Score

4

Few-shot example selection

Task #1

67Score

4

Disease Prediction

Task 8

72AUROC

4

Incomplete Utterance Rewriting

TASK

0.692EM

4

Topology Optimization

Task 2 Boundary Conditions

52.18Minimum Compliance

3

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Popular tasks

Few-shot example selection Classification Morphologic and molecular classification Molecular Classification Disease prediction

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