Agentic Tool-Use on ToolSandbox Multi-Tool
53.7TS-M ScoreGEAR
Evaluation results
| Method | Links | |
|---|---|---|
| GEARBackbone=Qwen3-8B, Evaluation Context=Standard2026.05 | 53.7 | |
| GEARBackbone=Qwen3-4B, Evaluation Context=Standard2026.05 | 42.3 | |
| GRPOBackbone=Qwen3-8B, Evaluation Context=Standard2026.05 | 38.3 | |
| ARPOBackbone=Qwen3-8B, Evaluation Context=Standard2026.05 | 37.9 | |
| OPSD+RLBackbone=Qwen3-8B, Evaluation Context=Standard2026.05 | 36.8 | |
| ARPOBackbone=Qwen3-4B, Evaluation Context=Standard2026.05 | 36.7 | |
| MT-GRPOBackbone=Qwen3-8B, Evaluation Context=Standard2026.05 | 36.5 | |
| BaseBackbone=Qwen3-8B, Evaluation Context=Standard2026.05 | 35.8 | |
| GRPOBackbone=Qwen3-4B, Evaluation Context=Standard2026.05 | 34.6 | |
| GEARBackbone=Qwen3-4B, Evaluation Context=Multi-Domain Generalization2026.05 | 34.3 | |
| OPSD+RLBackbone=Qwen3-4B, Evaluation Context=Standard2026.05 | 33.7 | |
| MT-GRPOBackbone=Qwen3-4B, Evaluation Context=Standard2026.05 | 33.2 | |
| GRPOBackbone=Qwen3-4B, Evaluation Context=Multi-Domain Generalization2026.05 | 31.5 | |
| OPSDBackbone=Qwen3-8B, Evaluation Context=Standard2026.05 | 31.2 | |
| BaseBackbone=Qwen3-4B, Evaluation Context=Standard2026.05 | 30.4 | |
| OPSDBackbone=Qwen3-4B, Evaluation Context=Standard2026.05 | 27.9 |