Conflict Resolution on CALCONFLICTBENCH 1.0 (test)
0.3Avg Error Rate (N=1)Qwen3-8B
Evaluation Results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Qwen3-8BModel Type=Base Model, Context Window (W)=20, Conflicts per Round (M)=52026.01 | 0.3 | 0.38 | 0.36 | 0.37 | 0.37 | 0.76 | 0.78 | 0.79 | 0.79 | 0.79 | 0.026 | |
| GPT-5-nanoModel Type=Base Model, Context Window (W)=20, Conflicts per Round (M)=52026.01 | 0.3 | 0.42 | 0.41 | 0.43 | 0.41 | 0.85 | 0.77 | 0.78 | 0.77 | 0.78 | 0.122 | |
| Gemini-2.5-flashModel Type=Base Model, Context Window (W)=20, Conflicts per Round (M)=52026.01 | 0.3 | 0.4 | 0.39 | 0.4 | 0.38 | 0.84 | 0.79 | 0.79 | 0.79 | 0.81 | 0.088 | |
| Qwen3-30BModel Type=Base Model, Context Window (W)=20, Conflicts per Round (M)=52026.01 | 0.34 | 0.39 | 0.39 | 0.39 | 0.38 | 0.79 | 0.79 | 0.79 | 0.78 | 0.78 | 0.069 | |
| ReActModel Type=Agentic Rollout, Context Window (W)=20, Conflicts per Round (M)=52026.01 | 0.34 | 0.4 | 0.39 | 0.39 | 0.39 | 0.78 | 0.78 | 0.79 | 0.79 | 0.8 | 0.007 | |
| Qwen3-30B-ThinkModel Type=Base Model, Context Window (W)=20, Conflicts per Round (M)=52026.01 | 0.36 | 0.38 | 0.34 | 0.36 | 0.35 | 0.8 | 0.79 | 0.81 | 0.81 | 0.82 | 0.161 | |
| Mem+ReActModel Type=Agentic Rollout, Context Window (W)=20, Conflicts per Round (M)=52026.01 | 0.36 | 0.37 | 0.39 | 0.39 | 0.4 | 0.84 | 0.81 | 0.81 | 0.8 | 0.79 | -0.162 | |
| Qwen3-14BModel Type=Base Model, Context Window (W)=20, Conflicts per Round (M)=52026.01 | 0.38 | 0.42 | 0.41 | 0.4 | 0.41 | 0.82 | 0.75 | 0.75 | 0.74 | 0.75 | -0.039 | |
| OLMo3-32B-ThinkModel Type=Base Model, Context Window (W)=20, Conflicts per Round (M)=52026.01 | 0.4 | 0.45 | 0.46 | 0.46 | 0.45 | 0.72 | 0.72 | 0.72 | 0.72 | 0.72 | 0.05 | |
| GPT-5Model Type=Base Model, Context Window (W)=20, Conflicts per Round (M)=52026.01 | 0.42 | 0.39 | 0.36 | 0.36 | 0.35 | 0.83 | 0.81 | 0.82 | 0.82 | 0.83 | 0.092 | |
| Qwen3-4BModel Type=Base Model, Context Window (W)=20, Conflicts per Round (M)=52026.01 | 0.44 | 0.46 | 0.44 | 0.45 | 0.45 | 0.73 | 0.73 | 0.75 | 0.75 | 0.76 | -0.029 | |
| LLaMA-3.1-8BModel Type=Base Model, Context Window (W)=20, Conflicts per Round (M)=52026.01 | 0.66 | 0.66 | 0.67 | 0.65 | 0.65 | 0.58 | 0.58 | 0.6 | 0.61 | 0.62 | -0.027 | |
| OLMo3-7B-InstructModel Type=Base Model, Context Window (W)=20, Conflicts per Round (M)=52026.01 | 0.98 | 1 | 1 | 1 | 1 | 0.01 | 0 | 0 | 0 | 0 | -0.004 |