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Papers Benchmarks Datasets Tasks

Combined dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

Combined

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

World-state tracking

Combined (all envs)

37.1World-State Accuracy (AH)

2

Landmark Detection

Combined

1.02MRE

2

Sentiment Classification

Combined

86Accuracy

1

Attack Detection

Combined (label-stratified)

97.1AUROC

1

Ranking Method Evaluation

Combined AIME'24 AIME'25 HMMT'25 BrUMO'25

0.962Mean Kendall's tau_b Correlation

1

Ranking Correlation Analysis

Combined AIME'24 AIME'25 HMMT'25 BrUMO'25

0.865Kendall's tau_b (vs Gold Standard)

1

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Popular tasks

Reasoning Question Answering Classification Malicious Prompt Detection Sentiment Classification

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