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ResearchFormerly WizWand

Negotiation

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

100Success Rate

22

May 27, 2026

80Success Rate

14

Apr 10, 2026

DESRD Emergency

65Success Rate

14

Apr 10, 2026

86Success Rate

14

Apr 10, 2026

100Success Rate

14

Apr 10, 2026

diverse-buyer pool 5-buyer iter-50 60 70 T=9 inbox (Out-of-Distribution Evaluation)

Qwen3-30B-A3B-Instruct-2507-trained

0.54Reward

13

Jul 8, 2026

Student (held-out test)

100Success Rate

7

May 27, 2026

Hospital (test)

100Success Rate

7

May 27, 2026

Disaster (test)

100Success Rate

7

May 27, 2026

100Success Rate

7

May 27, 2026

AmazonHistoryPrice evaluated against gpt-5.4-high-reasoning seller (test)

Qwen3-30B-A3B-Instruct-2507-trained

0.408Reward

7

Apr 14, 2026

100Success Rate

6

May 27, 2026

100Success Rate

6

May 27, 2026

100Success Rate

6

May 27, 2026

100IR

5

Jun 2, 2026

1IR

5

Jun 2, 2026

GFT scenarios Seller

73.6Score

5

Apr 21, 2026

1IR

3

Jun 2, 2026

Negotiation v1 (test)

2.17Pay

3

Jun 1, 2026

GTBench Negotiation v2 (test)

10.93Payoff

3

Jun 1, 2026

Craigslist Bargain single-turn

4.2Agreement Rate

3

Mar 4, 2026

AgenticPay 50 adversarial episodes

96Success Rate

2

Jun 4, 2026

0.997IR

1

Jun 2, 2026

1IR

1

Jun 2, 2026

Synthetic (test)

1IR

1

Jun 2, 2026