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ResearchFormerly WizWand

MoreHopQA

Benchmarks

TaskDatasetSOTA resultTrendResults

First-error step detection

MoreHopQA

0.789AUROC

27

Step-wise Confidence Attribution

MoreHopQA

0.808AUROC

27

Multi-hop Question Answering

MoreHopQA

86.4Accuracy

25

Multi-hop Retrieval

Morehopqa (test)

80.5Recall

16

Uncertainty Estimation

MoreHopQA Camel

65.29AUROC

16

Multi-hop Question Answering

MorehopQA

0.646AUROC

16

Uncertainty Estimation

MoreHopQA AutoGen (test)

63.92AUROC

16

Stepwise error detection

MoreHopQA (test)

0.808AUROC

15

Open-ended Question Answering

MoreHopQA (test)

77Accuracy

11

Multi-hop Question Answering

MoreHopQA (test)

53.4Accuracy

9

Multi-hop QA Retrieval

MoreHopQA

0.908NDCG

5

Question Answering

MoreHopQA

7.27Inference Time (s)

4