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Papers Benchmarks Datasets Tasks

Web agent task completion research benchmarks · SOTA2 Research

Web agent task completion

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

WebArena (test)

42.9Shopping Success Rate

18

May 21, 2026

SlimSearcher (SFT+RL)

37.6Accuracy

15

Jun 8, 2026

OpenAI DeepResearch

51.5Accuracy

15

Jun 8, 2026

SlimSearcher (SFT+RL)

70.9Accuracy

14

Jun 8, 2026

XBench DeepSearch

SlimSearcher (SFT+RL)

79Accuracy

14

Jun 8, 2026

CATTS (∆, best τ)

90.4Success Rate

4

Feb 26, 2026

CATTS (H, best τ)

0.479Success Rate

4

Feb 26, 2026

Popular datasets

WebArena GAIA GoBrowse BrowseComp HLE

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