Function Calling on ACEBench
78Atom ScoreR2IF
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| R2IFModel=Qwen2.5-7B-Instruct2026.04 | 78 | 57.5 | 96 | 77.17 | |
| Binary RewardModel=Qwen2.5-7B-Instruct2026.04 | 76.7 | 49 | 96 | 73.9 | |
| ToolRLModel=Qwen2.5-7B-Instruct2026.04 | 76.3 | 56.5 | 96 | 76.27 | |
| R2IFModel=Llama3.2-3B-Instruct2026.04 | 73.7 | 51 | 94 | 72.9 | |
| Binary RewardModel=Llama3.2-3B-Instruct2026.04 | 72 | 47.5 | 90 | 69.83 | |
| SFTModel=Qwen2.5-7B-Instruct2026.04 | 71.3 | 54.5 | 94 | 73.27 | |
| R2IFModel=Qwen2.5-3B-Instruct2026.04 | 70.7 | 26 | 90 | 62.23 | |
| SFTModel=Llama3.2-3B-Instruct2026.04 | 67.3 | 34.5 | 54 | 51.93 | |
| ToolRLModel=Llama3.2-3B-Instruct2026.04 | 65.7 | 39 | 88 | 64.23 | |
| R2IFModel=Qwen2.5-1.5B-Instruct2026.04 | 64.7 | 20.5 | 88 | 57.73 | |
| SFTModel=Qwen2.5-3B-Instruct2026.04 | 63.7 | 29.5 | 44 | 45.73 | |
| SFTModel=Qwen2.5-1.5B-Instruct2026.04 | 61.3 | 23 | 16 | 33.43 | |
| ToolRLModel=Qwen2.5-3B-Instruct2026.04 | 58 | 31.5 | 96 | 61.83 | |
| RawModel=Qwen2.5-7B-Instruct2026.04 | 57.3 | 40 | 88 | 61.77 | |
| ToolRLModel=Qwen2.5-1.5B-Instruct2026.04 | 52.3 | 26 | 88 | 55.43 | |
| RawModel=Qwen2.5-3B-Instruct2026.04 | 52 | 25 | 90 | 55.67 | |
| Binary RewardModel=Qwen2.5-3B-Instruct2026.04 | 49 | 20.5 | 60 | 43.17 | |
| RawModel=Llama3.2-3B-Instruct2026.04 | 45.3 | 17 | 14 | 25.43 | |
| RawModel=Qwen2.5-1.5B-Instruct2026.04 | 43.7 | 13.5 | 30 | 29.07 | |
| Binary RewardModel=Qwen2.5-1.5B-Instruct2026.04 | 43.3 | 14.5 | 78 | 45.27 |