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Papers Benchmarks Datasets Tasks

SST dataset and benchmarks – Page 9 · SOTA2 Research

Research Datasets

SST

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Sentiment and topic classification

SST-5 (test)

35.1Macro F1

3

Sentiment Analysis

SST In-distribution

94.7Accuracy

3

Sentiment Analysis

SST-2 (train)

960,000Parameters (M)

3

Text Translation

SST5 Ali Translate en-zh (test)

60BLEU

3

Text Translation

SST5 Baidu Translate en-fr (test)

0.54BLEU

3

Inverse PDE solving

SST 2D adv-diff

8rMAE

2

Prompt Verbalization

SST-5

100Recall

2

Sentiment Analysis

SST-2

43Peak RAM (RSS) (MB)

2

Sentiment Classification

SST-2 5-shot

80.8Accuracy

2

Sentiment Analysis

SST-2 TextFooler attack

17.6Robust Accuracy

2

Indirect Prompt Injection Attack

SST2

98ASR

2

Sentiment Analysis

SST-2

90.73ASR

2

Sentiment analysis

SST (test)

90.9EM

2

Sentiment Analysis

SST-2

83.2AUC (SST-2)

1

Kernel explanation

SST-2 (held-out split)

3.25Runtime (s/instance)

1

Sentiment Analysis

SST-2

0.37Bound

1

Image Classification

Rendered SST-2

9.79Donor Best Top-1 Accuracy Change

1

Full-field Reconstruction

SST

0.656RMSE

1

Indirect Prompt Injection Detection

SST2

100GCG Accuracy

1

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Popular tasks

Sentiment Analysis Text Classification Sentiment Classification Classification Denoising

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