Reasoning on Combined 37 Tasks (test)
72.4AccuracyR1-CI
Evaluation Results
| Method | Links | |
|---|---|---|
| R1-CIModel=Qwen2.5-14B-Instruct-1M, Evaluation Strategy=R1-CI2025.05 | 72.4 | |
| GPT-4oModel=GPT-4o, Evaluation Strategy=Code Interpreter2025.05 | 70.9 | |
| R1-CIModel=Qwen2.5-7B-Instruct-1M, Evaluation Strategy=R1-CI2025.05 | 66.6 | |
| R1-CIModel=Qwen2.5-14B-Instruct-1M, Evaluation Strategy=R1-CI wo IP2025.05 | 66.4 | |
| Qwen3-14BModel=Qwen3-14B, Evaluation Strategy=CodeSteer2025.05 | 64.4 | |
| R1-CIModel=Qwen2.5-14B-Instruct-1M, Evaluation Strategy=R1-CI wo CL2025.05 | 63.6 | |
| R1-CIModel=Qwen2.5-7B-Instruct-1M, Evaluation Strategy=R1-CI wo IP2025.05 | 62.7 | |
| Qwen3-14BModel=Qwen3-14B, Evaluation Strategy=All Text2025.05 | 62.4 | |
| R1-CIModel=Qwen2.5-7B-Instruct-1M, Evaluation Strategy=R1-CI wo CL2025.05 | 60.6 | |
| R1-CIModel=Qwen2.5-14B-Instruct-1M, Evaluation Strategy=R1-CI wo GRPO2025.05 | 60.1 | |
| GPT-4oModel=GPT-4o, Evaluation Strategy=All Text2025.05 | 58.6 | |
| R1-CIModel=Qwen2.5-3B-Instruct, Evaluation Strategy=R1-CI2025.05 | 58 | |
| R1-CIModel=Qwen2.5-7B-Instruct-1M, Evaluation Strategy=R1-CI wo GRPO2025.05 | 57 | |
| R1-CIModel=Qwen2.5-3B-Instruct, Evaluation Strategy=R1-CI wo IP2025.05 | 53.4 | |
| R1-CIModel=Qwen2.5-3B-Instruct, Evaluation Strategy=R1-CI wo CL2025.05 | 51.5 | |
| Qwen2.5-14B-Instruct-1MModel=Qwen2.5-14B-Instruct-1M, Evaluation Strategy=CodeSteer2025.05 | 48.7 | |
| R1-CIModel=Qwen2.5-3B-Instruct, Evaluation Strategy=R1-CI wo GRPO2025.05 | 48 | |
| Qwen2.5-14B-Instruct-1MModel=Qwen2.5-14B-Instruct-1M, Evaluation Strategy=All Code2025.05 | 47 | |
| Qwen2.5-14B-Instruct-1MModel=Qwen2.5-14B-Instruct-1M, Evaluation Strategy=Code Agent (CI wo Fine-tune)2025.05 | 44.4 | |
| Qwen2.5-14B-Instruct-1MModel=Qwen2.5-14B-Instruct-1M, Evaluation Strategy=All Text2025.05 | 44.1 | |
| Qwen2.5-7B-Instruct-1MModel=Qwen2.5-7B-Instruct-1M, Evaluation Strategy=All Code2025.05 | 41.5 | |
| Qwen2.5-7B-Instruct-1MModel=Qwen2.5-7B-Instruct-1M, Evaluation Strategy=CodeSteer2025.05 | 39.3 | |
| Qwen2.5-7B-Instruct-1MModel=Qwen2.5-7B-Instruct-1M, Evaluation Strategy=Code Agent (CI wo Fine-tune)2025.05 | 38.1 | |
| Qwen2.5-7B-Instruct-1MModel=Qwen2.5-7B-Instruct-1M, Evaluation Strategy=All Text2025.05 | 32.2 | |
| Qwen2.5-3B-InstructModel=Qwen2.5-3B-Instruct, Evaluation Strategy=CodeSteer2025.05 | 23.9 | |
| Qwen2.5-3B-InstructModel=Qwen2.5-3B-Instruct, Evaluation Strategy=All Code2025.05 | 21.8 | |
| Qwen2.5-3B-InstructModel=Qwen2.5-3B-Instruct, Evaluation Strategy=Code Agent (CI wo Fine-tune)2025.05 | 20.1 | |
| Qwen2.5-3B-InstructModel=Qwen2.5-3B-Instruct, Evaluation Strategy=All Text2025.05 | 18.3 |