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ELI5 dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

ELI5

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Fine-grained passage-level retrieval

ELI5

16.85Answer in Context

7

Distortion-Free Watermark Evaluation

ELI5 64-bit bitstrings LLAMA3.1-8B

0Message Accuracy

6

Distortion-Free Watermark Evaluation

ELI5 32-bit bitstrings LLAMA3.1-8B

0.3Message Accuracy

6

Text Generation

ELI5-Category Class Unlearning

42.24Perplexity

6

Text Generation

ELI5-Category Class Unlearning (Drt)

43.27Perplexity

6

Text Generation

ELI5-Category Class Unlearning (Df)

33.51Perplexity

6

Instruction-following

ELI5 prompts Gemma-7B-it 200 tokens (test)

1.778Perplexity

6

Question Answering

ELI5

27.9B-1 Score

6

Attributed Question Answering

ELI5 (test)

21.3Rouge-L

5

Long-form Question Answering refinement

ELI5 (test)

0.038Error Rate

5

Long-form Question Answering

ELI5 standard original

26.9RL Score

5

Natural Language Generation

ELI5

5.14Relevance (Mean)

5

Watermark Detection

ELI5 T5-Large Attack

0.998ROC-AUC

4

Watermark Detection

ELI5 Clean Text

1ROC-AUC

4

Knowledge-grounded Generation

ELI5 ALCE (test)

10.5Correctness

4

Generative Task

eli5

63.2BS

4

Attributed Question Answering

ELI5 ALCE (dev)

87.42FSupp

3

Question Generation

ELI5 (test)

29.15ROUGE-1

2

Question Answering

ELI5 (test)

23.37ROUGE-1

2

Question Answering

ELI5 unseen (test)

13.97ROUGE-1

2

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Popular tasks

Long-form Question Answering Question Answering Text Generation Distortion-Free Watermark Evaluation Watermark Detection

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