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Papers Benchmarks Datasets Tasks

Rationale Generation research benchmarks · SOTA2 Research

Rationale Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Llama-3.1-8B-Instruct

89Relevance

18

Feb 26, 2026

SST-2, CoLA, and HateXplain (test)

19.23Throughput (ex/s)

13

Feb 26, 2026

TRICE without CV

98.9Rationale Validity Rate

4

Feb 26, 2026

ScienceQA (test)

97B-1

3

Feb 26, 2026

CounselingWAI Bond dimension 1.0 (test)

0.28BLEU

1

Feb 26, 2026

CounselingWAI Task dimension 1.0 (test)

0.23BLEU

1

Feb 26, 2026

CounselingWAI Goal dimension 1.0 (test)

22BLEU

1

Feb 26, 2026

Simulation dataset audio

6.3Mean Subjective Rating

1

Feb 26, 2026

Moshi full-duplex

6.85Mean Rating

1

Feb 26, 2026

GPT-4 full-duplex audio

7.07Mean Rating

1

Feb 26, 2026

Popular datasets

CounselingWAI GSM8K ScienceQA Simulation GPT-4

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