Agentic Task

Benchmarks

Dataset Name	SOTA Method	Metric
ExpSuite-Agentic Aggregated	ExpGraph	Score62.3	26	1mo ago
AppWorld C (test)	ExpGraph	PR Score48.4	26	1mo ago
AppWorld N (test)	ExpGraph	PR Score57.1	26	1mo ago
ALFWorld Unseen	ExpGraph	Success Rate (SR)88.1	26	1mo ago
ALFWorld Seen	ExpGraph	Success Rate (SR)85	26	1mo ago
tau2 Telecom	HyperCLOVA X 32B Think	Accuracy92.3	13	4mo ago
InstructEdit FineEdit	Hybrid Verified Decoding	Speedup7.56	12	1mo ago
Delegate-52	Hybrid Verified Decoding	Speedup3.46	12	1mo ago
LocalSearch	DR-Rubric-8B (Gemini)	Score40	10	1mo ago
DRBench	DR-Rubric-8B (GPT-5)	Score43	10	1mo ago
ResearchQA	DR-Rubric-8B (GPT-5)	Score73.7	10	1mo ago
AppWorld normal (test)	SPO-GA	Task Goal Completion (TGC)79.8	8	1mo ago
VitaBench Delivery	Snapshot	Avg@230.74	8	2mo ago
VitaBench In-store	Snapshot	Avg@234.62	8	2mo ago
τ2-Bench Telecom	PPO-EWMA	Avg@2 Score45	8	2mo ago
τ2-Bench Airline	PPO-EWMA	Avg@460	8	2mo ago
τ2-Bench Retail	Snapshot	Avg@469.7	8	2mo ago
ALFWorld		Task Accuracy79.1	5	1mo ago
Spreadsheet		Accuracy52.5	5	1mo ago
OfficeQA		Accuracy36	5	1mo ago
WebShop	DGG	Rollout Speedup Factor2.88	2	2mo ago
ALFWorld	DGG	Rollout Speedup Factor2.5	2	2mo ago

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