Indirect Reciprocity Game on Finite-Horizon Game
84Cooperation RatioALIGN
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ALIGNAgent Category=Chat Models, Backbone=GPT-4o Mini2026.02 | 84 | 2.7 | 3.35 | 13.2 | 0.12 | |
| ALIGNAgent Category=Reasoning Models, Backbone=o4 mini2026.02 | 5 | -3.6 | 0.2 | 0.79 | 0.55 | |
| ALIGNAgent Category=Chat Models, Backbone=Gemini 2.5 Flash-Lite2026.02 | 4 | -3.7 | 0.15 | 0.59 | 0.54 | |
| ALIGNAgent Category=Reasoning Models, Backbone=DeepSeek-V3.1 Reasoner2026.02 | 1 | -3.89 | 0.06 | 0.23 | 0.14 | |
| GPT-4o MiniAgent Type=Chat Models, Agent Framework=ALIGN2026.02 | 0.96 | 3.69 | 1.92 | 14.83 | 0.04 | |
| LLaMA 4 MaverickAgent Type=Chat Models, Agent Framework=ALIGN2026.02 | 0.54 | 0.33 | 1.08 | 8.37 | 0.34 | |
| o4-miniAgent Type=Reasoning Models, Agent Framework=ALIGN2026.02 | 0.02 | -3.82 | 0.04 | 0.34 | 0.78 | |
| ALIGNAgent Category=Chat Models, Backbone=DeepSeek-V3.1 Chat2026.02 | 0 | -4 | 0 | 0 | 0 | |
| ALIGNAgent Category=Chat Models, Backbone=LLaMA 4 Maverick2026.02 | 0 | -4 | 0 | 0 | 0 | |
| ALIGNAgent Category=Reasoning Models, Backbone=Kimi-K2-Instruct2026.02 | 0 | -4 | 0 | 0 | 0 | |
| ALIGNAgent Category=Reasoning Models, Backbone=Qwen3-235B-Instruct2026.02 | 0 | -4 | 0 | 0 | 0 | |
| DeepSeek-V3.1 ChatAgent Type=Chat Models, Agent Framework=ALIGN2026.02 | 0 | -4 | 0 | 0 | 0 | |
| Gemini 2.5 Flash-LiteAgent Type=Chat Models, Agent Framework=ALIGN2026.02 | 0 | -4 | 0 | 0 | 0 | |
| Kimi-K2-InstructAgent Type=Reasoning Models, Agent Framework=ALIGN2026.02 | 0 | -4 | 0 | 0 | 0 | |
| DeepSeek-V3.1 ReasonerAgent Type=Reasoning Models, Agent Framework=ALIGN2026.02 | 0 | -4 | 0 | 0 | 0 | |
| Qwen3-235B-InstructAgent Type=Reasoning Models, Agent Framework=ALIGN2026.02 | 0 | -4 | 0 | 0 | 0 |