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Papers Benchmarks Datasets Tasks

Answer Sentence Selection research benchmarks · SOTA2 Research

Answer Sentence Selection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

94.88MAP

63

Feb 27, 2026

DeBERTaV3Base + SSP (ALL)

71.3P@1

45

Feb 27, 2026

TANDA ELECTRA_Base (ours)

85.6P@1

36

Feb 26, 2026

TANDA ELECTRA_Base (ours)

92.6P@1

24

Feb 26, 2026

ELECTRA-Base + SSP (DPC)

70.5P@1

24

Feb 26, 2026

4.96P@1

19

Feb 27, 2026

0.925MAP

15

Feb 26, 2026

TREC-QA clean-version

83MAP

14

Feb 26, 2026

PrivacyQA 1.0 (test)

GPT-4o-mini Multi-agent

0.611SAE

12

Feb 26, 2026

ROBERTa-Base + SSP (All)

83MAP

12

Feb 26, 2026

Alexa Virtual Assistant traffic accurate Sample 3 (test)

0.581Prec@1

12

Feb 26, 2026

Alexa Virtual Assistant traffic accurate Sample 2 (test)

74.85Prec@1

12

Feb 26, 2026

Alexa Virtual Assistant traffic Sample 1 (test)

71.26Prec@1

12

Feb 26, 2026

WikiQA clean (test)

TANDA (RoBERTa-Large)

92MAP

12

Feb 26, 2026

ROBERTa-Base + SSP (All)

0.014MAP

11

Feb 26, 2026

ROBERTa-Base + SSP (SDC)

1.7MAP

11

Feb 26, 2026

Rao et al., 2016

80.1MAP

8

Feb 26, 2026

TrecQA raw (test)

0.804MAP

6

Feb 26, 2026

Lexical Decomposition and Composition Model

77.14MAP

5

Feb 26, 2026

Popular datasets

TREC-QA Alexa Virtual Assistant traffic WikiQA QASent ASNQ

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