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Papers Benchmarks Datasets Tasks

Reward Performance research benchmarks · SOTA2 Research

Reward Performance

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Webshop Agent High-data

45Test-Time Reward

8

May 26, 2026

Webshop Agent Low-data

0.4Test-Time Reward

8

May 26, 2026

Car Negotiation High-data

41.42Test-Time Reward

8

May 26, 2026

Car Negotiation Low-data

40.92Test-Time Reward

8

May 26, 2026

Twenty Questions High-data

5.83Test-Time Reward

8

May 26, 2026

Twenty Questions Low-data

3.46Test-Time Reward

8

May 26, 2026

Popular datasets

Twenty Questions Car Negotiation Webshop Agent

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