Adversarial Game Playing on Don’t Say It
63.02GPT-5.1 PerformanceDEPT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DEPTBackbone=Qwen3-8B-Base2026.05 | 63.02 | 52.73 | 47.92 | 54.56 | |
| DEPTBackbone=Qwen3-4B-Base2026.05 | 56.64 | 54.95 | 58.59 | 56.73 | |
| SPAGBackbone=Qwen3-8B-Base2026.05 | 54.1 | 48.44 | 26.41 | 41.21 | |
| MARSBackbone=Qwen3-4B-Base2026.05 | 52.47 | 42.19 | 27.99 | 40.89 | |
| MARSBackbone=Qwen3-8B-Base2026.05 | 51.95 | 41.54 | 28.39 | 40.62 | |
| SPIRALBackbone=Qwen3-4B-Base2026.05 | 48.31 | 42.06 | 47.27 | 45.88 | |
| GRPOBackbone=Qwen3-4B-Base2026.05 | 42.19 | 41.93 | 41.93 | 42.01 | |
| SPIRALBackbone=Qwen3-8B-Base2026.05 | 41.15 | 29.69 | 42.84 | 37.89 | |
| SPAGBackbone=Qwen3-4B-Base2026.05 | 37.11 | 26.82 | 14.58 | 26.17 | |
| GRPOBackbone=Qwen3-8B-Base2026.05 | 33.46 | 40.22 | 30.64 | 34.77 | |
| VANILLABackbone=Qwen3-8B-Base2026.05 | 23.24 | 16.41 | 5.86 | 15.17 | |
| VANILLABackbone=Qwen3-4B-Base2026.05 | 6.25 | 2.47 | 1.43 | 3.39 |