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ResearchFormerly WizWand

2WikiMultiHopQA

Benchmarks

TaskDatasetSOTA resultTrendResults

2WikiMultihopQA

81.5Pass@1 Accuracy

4

Open-domain Question Answering

2WikiMultiHopQA (500 randomly chosen questions)

3.47BM25 Queries

4

Question Answering

2WikiMultihopQA 56K context

73.4F1 Score

4

Question Answering

2WikiMultihopQA 28K context

73.4F1

4

Question Answering

2WikiMultihopQA 14K context

75F1 Score

4

Multi-hop Question Answering

2WikiMultihopQA blind (test)

0.885Answer EM

4

Long-context Question Answering

2WikiMultihopQA LongBench (test)

36String Match

3

Cascade Detection Rate (CDR) by Dataset

2WikiMultiHopQA

87.8CDR

3

Question Answering

2WikiMultihopQA

37.99EM

3

Multi-hop Question Answering

2WikiMultiHopQA Large-scale corpus (KILT)

71.3EM

3

Open-domain Question Answering

2WikiMultihopQA Search-o1 framework (50% held-out test)

39.2Accuracy

3

Question Answering Sufficiency Prediction

2WikiMultihopQA

89.31Accuracy

3

2WikiMultihopQA (dev)

99.93EM

2