Reasoning on Reasoning-Gym (test)
70.1AccuracyR1-CI
Evaluation Results
| Method | Links | |
|---|---|---|
| R1-CIModel=Qwen2.5-14B-Instruct-1M, Evaluation Strategy=R1-CI2025.05 | 70.1 | |
| GPT-4oModel=GPT-4o, Evaluation Strategy=Code Interpreter2025.05 | 68.4 | |
| R1-CIModel=Qwen2.5-7B-Instruct-1M, Evaluation Strategy=R1-CI2025.05 | 64.3 | |
| R1-CIModel=Qwen2.5-14B-Instruct-1M, Evaluation Strategy=R1-CI wo IP2025.05 | 63.5 | |
| Qwen3-14BModel=Qwen3-14B, Evaluation Strategy=CodeSteer2025.05 | 62.1 | |
| Qwen3-14BModel=Qwen3-14B, Evaluation Strategy=All Text2025.05 | 60.5 | |
| R1-CIModel=Qwen2.5-7B-Instruct-1M, Evaluation Strategy=R1-CI wo IP2025.05 | 60.1 | |
| R1-CIModel=Qwen2.5-14B-Instruct-1M, Evaluation Strategy=R1-CI wo CL2025.05 | 60 | |
| R1-CIModel=Qwen2.5-7B-Instruct-1M, Evaluation Strategy=R1-CI wo CL2025.05 | 57.9 | |
| R1-CIModel=Qwen2.5-14B-Instruct-1M, Evaluation Strategy=R1-CI wo GRPO2025.05 | 56.1 | |
| R1-CIModel=Qwen2.5-3B-Instruct, Evaluation Strategy=R1-CI2025.05 | 54.9 | |
| GPT-4oModel=GPT-4o, Evaluation Strategy=All Text2025.05 | 54.6 | |
| R1-CIModel=Qwen2.5-7B-Instruct-1M, Evaluation Strategy=R1-CI wo GRPO2025.05 | 53.6 | |
| R1-CIModel=Qwen2.5-3B-Instruct, Evaluation Strategy=R1-CI wo IP2025.05 | 50.3 | |
| R1-CIModel=Qwen2.5-3B-Instruct, Evaluation Strategy=R1-CI wo CL2025.05 | 48.1 | |
| R1-CIModel=Qwen2.5-3B-Instruct, Evaluation Strategy=R1-CI wo GRPO2025.05 | 44 | |
| Qwen2.5-14B-Instruct-1MModel=Qwen2.5-14B-Instruct-1M, Evaluation Strategy=CodeSteer2025.05 | 40.5 | |
| Qwen2.5-14B-Instruct-1MModel=Qwen2.5-14B-Instruct-1M, Evaluation Strategy=Code Agent (CI wo Fine-tune)2025.05 | 39.7 | |
| Qwen2.5-14B-Instruct-1MModel=Qwen2.5-14B-Instruct-1M, Evaluation Strategy=All Text2025.05 | 39.6 | |
| Qwen2.5-14B-Instruct-1MModel=Qwen2.5-14B-Instruct-1M, Evaluation Strategy=All Code2025.05 | 35.7 | |
| Qwen2.5-7B-Instruct-1MModel=Qwen2.5-7B-Instruct-1M, Evaluation Strategy=All Code2025.05 | 34 | |
| Qwen2.5-7B-Instruct-1MModel=Qwen2.5-7B-Instruct-1M, Evaluation Strategy=CodeSteer2025.05 | 29.3 | |
| Qwen2.5-7B-Instruct-1MModel=Qwen2.5-7B-Instruct-1M, Evaluation Strategy=Code Agent (CI wo Fine-tune)2025.05 | 27 | |
| Qwen2.5-7B-Instruct-1MModel=Qwen2.5-7B-Instruct-1M, Evaluation Strategy=All Text2025.05 | 26.3 | |
| Qwen2.5-3B-InstructModel=Qwen2.5-3B-Instruct, Evaluation Strategy=CodeSteer2025.05 | 11.5 | |
| Qwen2.5-3B-InstructModel=Qwen2.5-3B-Instruct, Evaluation Strategy=All Text2025.05 | 10.7 | |
| Qwen2.5-3B-InstructModel=Qwen2.5-3B-Instruct, Evaluation Strategy=All Code2025.05 | 8.9 | |
| Qwen2.5-3B-InstructModel=Qwen2.5-3B-Instruct, Evaluation Strategy=Code Agent (CI wo Fine-tune)2025.05 | 8.8 |