Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Mafia Detection research benchmarks · SOTA2 Research

Mafia Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

LLM Transcripts Average

52.27Single-Match Accuracy

2

Feb 27, 2026

LLM Transcripts Day 3

68.75Single-Match Accuracy

2

Feb 27, 2026

LLM Transcripts Day 1

Random Baseline

37.77Single-Match Accuracy

2

Feb 27, 2026

Human Transcripts Average

58.62Single-Match Accuracy

2

Feb 27, 2026

Human Transcripts (Day 4)

62.5Single-Match Accuracy

2

Feb 27, 2026

Human Transcripts (Day 3)

73.91Single-Match Accuracy

2

Feb 27, 2026

Human Transcripts (Day 1)

46.43Single-Match Accuracy

2

Feb 27, 2026

LLM Transcripts (Day 4)

78Single-Match Accuracy

2

Feb 27, 2026

LLM Transcripts (Day 2)

51.43Single-Match Accuracy

2

Feb 27, 2026

Mafia Human Transcripts Average

12.64Exact Match Accuracy

2

Feb 27, 2026

Mafia Human Transcripts Day 4

12.5Exact-Match Accuracy

2

Feb 27, 2026

Mafia Human Transcripts Day 3

17.39Exact Match Accuracy

2

Feb 27, 2026

Mafia Human Transcripts Day 2

57.14Single-Match Accuracy

2

Feb 27, 2026

Mafia Human Transcripts Day 1

10.71Exact Match Accuracy

2

Feb 27, 2026

Mafia LLM Transcripts Average

8.09Exact-Match Accuracy

2

Feb 27, 2026

Mafia LLM Transcripts Day 4

22Exact Match Accuracy

2

Feb 27, 2026

Mafia LLM Transcripts Day 3

12.5Exact Match Accuracy

2

Feb 27, 2026

Mafia LLM Transcripts Day 2

8.57Exact-Match Acc

2

Feb 27, 2026

Mafia LLM Transcripts Day 1

2.2Exact Match Accuracy

2

Feb 27, 2026

LLM Transcripts

—

—Single-Match Accuracy

0

Feb 26, 2026

Popular datasets

LLM Transcripts Mafia LLM Transcripts Mafia Human Transcripts Human Transcripts

Follow for updates

Join SOTA2 Contact