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Agent Discrimination on ESConv, P4G, and DuRecDial

0.237CTSLlama-4-Scout
0.136120.162310.18850.21469Jun 28, 2026

Evaluation results

MethodLinks
Llama-4-ScoutCondition=CoT2026.060.237-0.0120.4410.3670.3280.780.2160.3220.23838.272.7846668
Qwen3.7-PlusCondition=CoT2026.060.236-0.0230.4720.3460.3150.4930.2190.4020.26136.279.3906880
Llama-4-ScoutCondition=No-CoT2026.060.233-0.0060.430.3540.320.6370.1580.2770.2737.168.7796661
Qwen3.7-PlusCondition=No-CoT2026.060.22-0.0240.4070.3580.3390.1980.1910.4090.3533878807975
Claude-Opus-4.7Condition=CoT2026.060.219-0.010.3910.3520.3110.310.1610.3050.2536.473.3876766
GPT-5.5Condition=CoT2026.060.209-0.0220.4050.3220.2890.380.1970.3320.1935.174.7848258
Claude-Opus-4.7Condition=No-CoT2026.060.2-0.030.3820.3230.3030.2480.1950.3980.17734.866705870
DeepSeek-V4-ProCondition=CoT2026.060.199-0.0260.3640.3360.3020.2720.1820.3940.23335.370.7835970
DeepSeek-V4-ProCondition=No-CoT2026.060.198-0.0350.3820.3250.2880.3730.2280.2930.12735.672846171
GPT-5.5Condition=No-CoT2026.060.185-0.0350.3490.3160.2680.3650.130.2410.17335.468.7806858
Gemini-3-ProCondition=CoT2026.060.153-0.0450.2920.2780.2040.4530.110.1940.11330.747.3702052
Gemini-3-ProCondition=No-CoT2026.060.14-0.0650.2780.2760.230.6180.1040.0780.15330.444.7541961