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Agent Trace Evaluation research benchmarks · SOTA2 Research

Agent Trace Evaluation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

TRAIL-annotated GAIA 1.0 (test)

Holistic Agent Evaluation Framework

54.7Category F1

11

May 15, 2026

TRAIL-annotated SWE-bench 1.0 (test)

Holistic Agent Evaluation Framework

69.8Category F1

8

May 15, 2026

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