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Papers Benchmarks Datasets Tasks

TRAIL dataset and benchmarks · SOTA2 Research

Research Datasets

TRAIL

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Fault Attribution

TRAIL SWEBench 31 traces

45.16Precision

16

Error category prediction

TRAIL Planning and Reasoning categories (117 traces)

49.7Micro F1

6

Multi-agent recommendation

trail-benchmark

100Top-1 Accuracy

4

Single-agent tool selection

TRAIL

98.15Top-1 Accuracy

4

Popular tasks

Single-agent tool selection Multi-agent recommendation Error category prediction Fault attribution

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