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StackExchange dataset and benchmarks · SOTA2 Research

Research Datasets

StackExchange

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Upvote Prediction

Stackexchange

85.02ROC-AUC

45

Churn Prediction

Stackexchange

84.22ROC-AUC

45

MTEB StackExchange P2P

37.27V1 Score

17

MTEB StackExchange S2S

61.49V1 Score

17

Question Answering

StackExchange (test)

65.6Accuracy

12

StackExchange

44ARI

10

StackExchange 4DBInfer (test)

0.88AUC

9

StackExchange 4DBInfer (test)

0.89AUC

9

Question Answering

StackExchange Q&A (test)

82.2Accuracy (Bio.)

8

Present keyphrase generation

StackExchange

27.2F1@3

8

Topic Classification

StackExchange (test)

67.56Acc

6

Keyphrase Extraction

StackExchange

16.72F1@5

3

Language Modeling

StackExchange (val)

4.43Perplexity

3

Absent keyphrase generation

StackExchange

4.6Recall@5

3

Reward Modeling

StackExchange (val)

0REWARD

1

Popular tasks

Clustering Question Answering Reward Modeling Language Modeling Topic Classification

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